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MLxDL

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# 🚀 MLxDL: Advanced Machine Learning & Deep Learning Ecosystem

A comprehensive, actively maintained laboratory for cutting-edge AI research and implementation. It bridges theoretical exploration (Agentic AI, World Models/JEPA) with practical, production-oriented systems — including multi-agent orchestration, domain-specific LLM fine-tuning (aviation, medical, finance), and governance frameworks.

This repo is the source code hub for prototypes and the origin of **47 published models** on Hugging Face.

## 🌟 Key Highlights

### 🤖 1. Agentic AI & Multi-Agent Systems
Implementation of autonomous agents with complex reasoning, tool use, and accountability.
- **H2E Framework**: Engineering "Provable Agency" for alignment, human-to-expert transitions, and governance.
- Multi-Agent Orchestration: Demos using LangGraph, CrewAI, Claude, Gemini, and DeepSeek for parallel execution and technical reviews.
- **Agentic RAG**: Advanced retrieval with reasoning loops, self-correction, and OODA-style planning.

### 🧠 2. World Models & JEPA
Exploring predictive architectures beyond generative text.
- **V-JEPA & LEJEPA**: Implementations of Yann LeCun’s Joint-Embedding Predictive Architecture.
- Focus on latent-space reasoning, "Sketched Isotropic Gaussian Regularization" (SIGReg), and proactive planning.

### 🏢 3. Industrial LLM Applications
- **Medical AGI**: DeepSeek and reasoning models applied to radiology, oncology, MEDAL/MedmcQA fine-tunes.
- **Aviation AI**: Flight planning optimization, waypoints, airspace restriction management.
- **Financial Reasoning**: BTC/crypto market analysis, algorithmic trading bots.

> ⚠️ **Note on Notebook Viewing:** Because GitHub's native notebook preview engine frequently hits parsing timeouts on deep structural models, please use the orange **Render** buttons below to view the code files instantly and flawlessly via NBViewer.

> ⚠️ **Note on Notebook Rendering:** Because GitHub's native preview engine frequently hits performance validation ceilings on massive model frameworks, it can crash. **Please click the orange "Render" badges to view your files instantly and flawlessly via NBViewer.**

## 🚀 Interactive Production Index (851 Files Total)

| Notebook File Asset Name | Live Render (Instant View) | Open in Cloud Sandbox |
| :--- | :---: | :---: |
| **01_generate_text2image_sdxl.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/01_generate_text2image_sdxl.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/01_generate_text2image_sdxl.ipynb) |
| **11APRIL2025_FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_EVALDATA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/11APRIL2025_FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_EVALDATA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/11APRIL2025_FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_EVALDATA.ipynb) |
| **1992_Schmidhuber_paper.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/1992_Schmidhuber_paper.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/1992_Schmidhuber_paper.ipynb) |
| **8_4_High_Dimensional_Spaces.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/8_4_High_Dimensional_Spaces.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/8_4_High_Dimensional_Spaces.ipynb) |
| **A2A_MCP_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/A2A_MCP_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/A2A_MCP_DEMO.ipynb) |
| **AAI_10LEVEL_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AAI_10LEVEL_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AAI_10LEVEL_DEMO.ipynb) |
| **AAI_CHROMA_GEMINI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AAI_CHROMA_GEMINI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AAI_CHROMA_GEMINI_DEMO.ipynb) |
| **AAI_DEEPSEEK_ONCOLOGY.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AAI_DEEPSEEK_ONCOLOGY.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AAI_DEEPSEEK_ONCOLOGY.ipynb) |
| **AAI_DEMO_LIBRARY.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AAI_DEMO_LIBRARY.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AAI_DEMO_LIBRARY.ipynb) |
| **AAI_FP_GROK4.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AAI_FP_GROK4.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AAI_FP_GROK4.ipynb) |
| **AAI_MEDICAL_DEEPSEEK.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AAI_MEDICAL_DEEPSEEK.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AAI_MEDICAL_DEEPSEEK.ipynb) |
| **AAI_MULTIAGENT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AAI_MULTIAGENT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AAI_MULTIAGENT.ipynb) |
| **AAI_PA_LLM_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AAI_PA_LLM_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AAI_PA_LLM_DEMO.ipynb) |
| **AAI_RAG_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AAI_RAG_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AAI_RAG_DEMO.ipynb) |
| **AAI_SE.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AAI_SE.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AAI_SE.ipynb) |
| **AAI_USECASES_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AAI_USECASES_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AAI_USECASES_DEMO.ipynb) |
| **AAI_VECTORDB_DEMO_LLM2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AAI_VECTORDB_DEMO_LLM2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AAI_VECTORDB_DEMO_LLM2025.ipynb) |
| **ACP_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ACP_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ACP_DEMO.ipynb) |
| **ADK_LLAMA3_FT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ADK_LLAMA3_FT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ADK_LLAMA3_FT.ipynb) |
| **AGENTEVAL_DEMO_FINAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENTEVAL_DEMO_FINAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENTEVAL_DEMO_FINAL.ipynb) |
| **AGENTICAI_GEMINI3PRO_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENTICAI_GEMINI3PRO_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENTICAI_GEMINI3PRO_DEMO.ipynb) |
| **AGENTICPATTERNS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENTICPATTERNS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENTICPATTERNS.ipynb) |
| **AGENTIC_AI_RAG_NEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENTIC_AI_RAG_NEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENTIC_AI_RAG_NEMO.ipynb) |
| **AGENTIC_GLM4DOT6_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENTIC_GLM4DOT6_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENTIC_GLM4DOT6_DEMO.ipynb) |
| **AGENTIC_OBSERVABILITY_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENTIC_OBSERVABILITY_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENTIC_OBSERVABILITY_DEMO.ipynb) |
| **AGENTIC_RAG_GEMINI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENTIC_RAG_GEMINI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENTIC_RAG_GEMINI_DEMO.ipynb) |
| **AGENTIC_T2SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENTIC_T2SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENTIC_T2SQL.ipynb) |
| **AGENTIC_T2SQL_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENTIC_T2SQL_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENTIC_T2SQL_DEMO.ipynb) |
| **AGENTIC_TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENTIC_TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENTIC_TUTORIAL.ipynb) |
| **AGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENT_DEMO.ipynb) |
| **AGENT_DEMO_CONCEPT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENT_DEMO_CONCEPT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENT_DEMO_CONCEPT.ipynb) |
| **AGENT_DEMO_Neoantigen_Selection.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENT_DEMO_Neoantigen_Selection.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENT_DEMO_Neoantigen_Selection.ipynb) |
| **AGENT_ORCHESTRARION_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENT_ORCHESTRARION_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENT_ORCHESTRARION_DEMO.ipynb) |
| **AGENT_PAXDEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENT_PAXDEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENT_PAXDEMO.ipynb) |
| **AGENT_T2SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENT_T2SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENT_T2SQL.ipynb) |
| **AGENT_claude_3_7_sonnet.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENT_claude_3_7_sonnet.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENT_claude_3_7_sonnet.ipynb) |
| **AGIAGENT_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGIAGENT_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGIAGENT_POC.ipynb) |
| **AGI_GEMINI3_DEMO_GOOGLE.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGI_GEMINI3_DEMO_GOOGLE.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGI_GEMINI3_DEMO_GOOGLE.ipynb) |
| **AGI_TESTipynb.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGI_TESTipynb.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGI_TESTipynb.ipynb) |
| **AIOS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AIOS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AIOS.ipynb) |
| **AI_AGENT_PAXDEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AI_AGENT_PAXDEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AI_AGENT_PAXDEMO.ipynb) |
| **AI_AOC_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AI_AOC_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AI_AOC_DEMO.ipynb) |
| **AI_Adventure_Game_Mistral_HF.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AI_Adventure_Game_Mistral_HF.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AI_Adventure_Game_Mistral_HF.ipynb) |
| **AI_Adventure_Game_v3_final.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AI_Adventure_Game_v3_final.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AI_Adventure_Game_v3_final.ipynb) |
| **AI_Agent_Tutorial_CrewAI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AI_Agent_Tutorial_CrewAI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AI_Agent_Tutorial_CrewAI.ipynb) |
| **AI_Agent_with_Grok_4_Tool_Calling_Demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AI_Agent_with_Grok_4_Tool_Calling_Demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AI_Agent_with_Grok_4_Tool_Calling_Demo.ipynb) |
| **AI_INTEGRA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AI_INTEGRA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AI_INTEGRA.ipynb) |
| **AI_Text_Adventur_Game.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AI_Text_Adventur_Game.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AI_Text_Adventur_Game.ipynb) |
| **AI_agents_versus_Agentic_AI_Claude4.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AI_agents_versus_Agentic_AI_Claude4.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AI_agents_versus_Agentic_AI_Claude4.ipynb) |
| **ALPHAFOLD3_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ALPHAFOLD3_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ALPHAFOLD3_DEMO.ipynb) |
| **ALPHAFOLD3_GEMINI3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ALPHAFOLD3_GEMINI3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ALPHAFOLD3_GEMINI3.ipynb) |
| **ANATOMY_AGENTIC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ANATOMY_AGENTIC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ANATOMY_AGENTIC.ipynb) |
| **ANN_OCT2024.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ANN_OCT2024.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ANN_OCT2024.ipynb) |
| **AOCC_gemini3_thinking_level_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AOCC_gemini3_thinking_level_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AOCC_gemini3_thinking_level_demo.ipynb) |
| **AOC_MULTIPLE_LLM_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AOC_MULTIPLE_LLM_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AOC_MULTIPLE_LLM_DEMO.ipynb) |
| **APACHEAGE.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/APACHEAGE.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/APACHEAGE.ipynb) |
| **APACHEAGE_and_Neo4j.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/APACHEAGE_and_Neo4j.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/APACHEAGE_and_Neo4j.ipynb) |
| **APPLE_VISION_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/APPLE_VISION_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/APPLE_VISION_LLM.ipynb) |
| **ARAG_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ARAG_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ARAG_DEMO.ipynb) |
| **ARC_AGI2_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ARC_AGI2_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ARC_AGI2_DEMO.ipynb) |
| **ARC_AGI3_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ARC_AGI3_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ARC_AGI3_DEMO.ipynb) |
| **ARC_AGI_3_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ARC_AGI_3_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ARC_AGI_3_DEMO.ipynb) |
| **ARC_AGI_3_DEMO_case10.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ARC_AGI_3_DEMO_case10.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ARC_AGI_3_DEMO_case10.ipynb) |
| **ASI_DEMO_GPT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ASI_DEMO_GPT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ASI_DEMO_GPT.ipynb) |
| **ASTRONOMY_AI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ASTRONOMY_AI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ASTRONOMY_AI_DEMO.ipynb) |
| **AUTOGEN_GOOGLEADK_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AUTOGEN_GOOGLEADK_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AUTOGEN_GOOGLEADK_DEMO.ipynb) |
| **AVIATION_Sovereign_Machine_Lab.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AVIATION_Sovereign_Machine_Lab.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AVIATION_Sovereign_Machine_Lab.ipynb) |
| **AVIATION_UFTF_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AVIATION_UFTF_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AVIATION_UFTF_LLM.ipynb) |
| **AgenticAI_DrugDiscovery.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AgenticAI_DrugDiscovery.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AgenticAI_DrugDiscovery.ipynb) |
| **AlphaFold2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AlphaFold2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AlphaFold2.ipynb) |
| **AlphaFold2_DEMO_N2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AlphaFold2_DEMO_N2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AlphaFold2_DEMO_N2025.ipynb) |
| **Artemis_II_Diagnostic_Simulation.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Artemis_II_Diagnostic_Simulation.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Artemis_II_Diagnostic_Simulation.ipynb) |
| **AviationQA_UFTF_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AviationQA_UFTF_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AviationQA_UFTF_LLM.ipynb) |
| **Aviation_AGI_LEJEPA_OpenSource.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Aviation_AGI_LEJEPA_OpenSource.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Aviation_AGI_LEJEPA_OpenSource.ipynb) |
| **BANKAAI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BANKAAI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BANKAAI_DEMO.ipynb) |
| **BANKING_AAI_GROK.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BANKING_AAI_GROK.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BANKING_AAI_GROK.ipynb) |
| **BANK_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BANK_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BANK_DEMO.ipynb) |
| **BEC_AAI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BEC_AAI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BEC_AAI_DEMO.ipynb) |
| **BERT_TPU.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BERT_TPU.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BERT_TPU.ipynb) |
| **BERT_Text_Classification_on_GLUE_on_TPU_using_Jax_Flax___mdda.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BERT_Text_Classification_on_GLUE_on_TPU_using_Jax_Flax___mdda.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BERT_Text_Classification_on_GLUE_on_TPU_using_Jax_Flax___mdda.ipynb) |
| **BEST_PARAMETERS_FINDER.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BEST_PARAMETERS_FINDER.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BEST_PARAMETERS_FINDER.ipynb) |
| **BEST_PARAMETERS_FINDER_v2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BEST_PARAMETERS_FINDER_v2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BEST_PARAMETERS_FINDER_v2.ipynb) |
| **BLOCKCHAIN_AAI_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BLOCKCHAIN_AAI_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BLOCKCHAIN_AAI_LLM.ipynb) |
| **BOT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BOT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BOT.ipynb) |
| **BOT_28P.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BOT_28P.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BOT_28P.ipynb) |
| **BOT_28P_MMLM_MLLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BOT_28P_MMLM_MLLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BOT_28P_MMLM_MLLM.ipynb) |
| **BOT_DEV_3MLM_WFO_TUNERHYPERBAND.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BOT_DEV_3MLM_WFO_TUNERHYPERBAND.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BOT_DEV_3MLM_WFO_TUNERHYPERBAND.ipynb) |
| **BOT_DRY_RUN.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BOT_DRY_RUN.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BOT_DRY_RUN.ipynb) |
| **BRAIN_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BRAIN_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BRAIN_DEMO.ipynb) |
| **BTC_12Y_DB_CRYPTO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BTC_12Y_DB_CRYPTO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BTC_12Y_DB_CRYPTO.ipynb) |
| **BTC_13Y_DB_CRYPTO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BTC_13Y_DB_CRYPTO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BTC_13Y_DB_CRYPTO.ipynb) |
| **BTC_AAI_CREWAI_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BTC_AAI_CREWAI_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BTC_AAI_CREWAI_LLM.ipynb) |
| **BTC_AAI_LLM_BOT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BTC_AAI_LLM_BOT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BTC_AAI_LLM_BOT.ipynb) |
| **BTC_WFO_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BTC_WFO_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BTC_WFO_POC.ipynb) |
| **BoltzmannMachine_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BoltzmannMachine_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BoltzmannMachine_DEMO.ipynb) |
| **CAG_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CAG_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CAG_DEMO.ipynb) |
| **CAG_RAG_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CAG_RAG_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CAG_RAG_DEMO.ipynb) |
| **CAG_RAG_deepseek_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CAG_RAG_deepseek_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CAG_RAG_deepseek_demo.ipynb) |
| **CANCER_AI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CANCER_AI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CANCER_AI_DEMO.ipynb) |
| **CHATBOT_DEMO-image.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CHATBOT_DEMO-image.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CHATBOT_DEMO-image.ipynb) |
| **CHATBOT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CHATBOT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CHATBOT_DEMO.ipynb) |
| **CLAUDE3_AOC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CLAUDE3_AOC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CLAUDE3_AOC.ipynb) |
| **CLAUDE3_API_TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CLAUDE3_API_TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CLAUDE3_API_TUTORIAL.ipynb) |
| **CLAUDE3_BTA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CLAUDE3_BTA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CLAUDE3_BTA.ipynb) |
| **CLAUDE3_BTA_3MODELS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CLAUDE3_BTA_3MODELS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CLAUDE3_BTA_3MODELS.ipynb) |
| **CLAUDE3dot5_API_TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CLAUDE3dot5_API_TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CLAUDE3dot5_API_TUTORIAL.ipynb) |
| **CLAUDE4DOT6_H2E.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CLAUDE4DOT6_H2E.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CLAUDE4DOT6_H2E.ipynb) |
| **CLAUDE4DOT6_ORCHESTRATION.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CLAUDE4DOT6_ORCHESTRATION.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CLAUDE4DOT6_ORCHESTRATION.ipynb) |
| **CLAUDE_CODE_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CLAUDE_CODE_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CLAUDE_CODE_DEMO.ipynb) |
| **CLAUDE_ORCHESTRATION.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CLAUDE_ORCHESTRATION.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CLAUDE_ORCHESTRATION.ipynb) |
| **CLIP.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CLIP.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CLIP.ipynb) |
| **CNN_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CNN_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CNN_DEMO.ipynb) |
| **CNN_LSTM_Hybrid_Model_for_Cryptocurrency_Prediction.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CNN_LSTM_Hybrid_Model_for_Cryptocurrency_Prediction.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CNN_LSTM_Hybrid_Model_for_Cryptocurrency_Prediction.ipynb) |
| **CONTEXTENGINEERING_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CONTEXTENGINEERING_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CONTEXTENGINEERING_DEMO.ipynb) |
| **COVE_RAG_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/COVE_RAG_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/COVE_RAG_POC.ipynb) |
| **CRISPR_AAI_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CRISPR_AAI_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CRISPR_AAI_LLM.ipynb) |
| **CRSPR_DEMO_LLM_DEEPSEEK.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CRSPR_DEMO_LLM_DEEPSEEK.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CRSPR_DEMO_LLM_DEEPSEEK.ipynb) |
| **CRYPTO_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CRYPTO_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CRYPTO_DEMO.ipynb) |
| **CRYPTO_OPENAI_AGENTKIT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CRYPTO_OPENAI_AGENTKIT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CRYPTO_OPENAI_AGENTKIT.ipynb) |
| **CRYPTO_QA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CRYPTO_QA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CRYPTO_QA.ipynb) |
| **CRYPTO_TRADE_AAI_GPT0SS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CRYPTO_TRADE_AAI_GPT0SS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CRYPTO_TRADE_AAI_GPT0SS.ipynb) |
| **CRYPTO_WFO_SCHEDULER.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CRYPTO_WFO_SCHEDULER.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CRYPTO_WFO_SCHEDULER.ipynb) |
| **CRYTPO_QA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/CRYTPO_QA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/CRYTPO_QA.ipynb) |
| **Candlestick_Plotting_Function.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Candlestick_Plotting_Function.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Candlestick_Plotting_Function.ipynb) |
| **Claude_4_6_+_JEPA_+_H2E_Integration.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Claude_4_6_+_JEPA_+_H2E_Integration.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Claude_4_6_+_JEPA_+_H2E_Integration.ipynb) |
| **Content_Creation_Crew_with_Web_Search.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Content_Creation_Crew_with_Web_Search.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Content_Creation_Crew_with_Web_Search.ipynb) |
| **Contextual_Chatbot_NLP_and_Tensorflow.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Contextual_Chatbot_NLP_and_Tensorflow.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Contextual_Chatbot_NLP_and_Tensorflow.ipynb) |
| **Copy_of_DEEPSEEKV3_TUTORIALipynb.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_DEEPSEEKV3_TUTORIALipynb.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_DEEPSEEKV3_TUTORIALipynb.ipynb) |
| **Copy_of_DLCourse.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_DLCourse.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_DLCourse.ipynb) |
| **Copy_of_EEG_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_EEG_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_EEG_DEMO.ipynb) |
| **Copy_of_MVP_HTMP_FINAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_MVP_HTMP_FINAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_MVP_HTMP_FINAL.ipynb) |
| **Copy_of_NEWSOLUTION_FINE_TUNING_SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_NEWSOLUTION_FINE_TUNING_SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_NEWSOLUTION_FINE_TUNING_SQL.ipynb) |
| **Copy_of_Solving_OGBN_MAG_end_to_end_with_TF_GNN.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_Solving_OGBN_MAG_end_to_end_with_TF_GNN.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_Solving_OGBN_MAG_end_to_end_with_TF_GNN.ipynb) |
| **Copy_of_VertexAI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_VertexAI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_VertexAI_DEMO.ipynb) |
| **Copy_of_Waypoint_FTDEMO_Mistral_7B_Instruct_v0_2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_Waypoint_FTDEMO_Mistral_7B_Instruct_v0_2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_Waypoint_FTDEMO_Mistral_7B_Instruct_v0_2.ipynb) |
| **Copy_of_emotion_GPT2_as_text_generator.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_emotion_GPT2_as_text_generator.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_emotion_GPT2_as_text_generator.ipynb) |
| **Copy_of_emotion_GPT2_as_text_generator_LoRA-L4GPU.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_emotion_GPT2_as_text_generator_LoRA-L4GPU.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_emotion_GPT2_as_text_generator_LoRA-L4GPU.ipynb) |
| **Copy_of_emotion_GPT2_as_text_generator_LoRA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_emotion_GPT2_as_text_generator_LoRA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_emotion_GPT2_as_text_generator_LoRA.ipynb) |
| **Copy_of_emotion_noGPT2_YesMistral7b_as_text_generator_LoRA_chapter5dot5.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_emotion_noGPT2_YesMistral7b_as_text_generator_LoRA_chapter5dot5.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_emotion_noGPT2_YesMistral7b_as_text_generator_LoRA_chapter5dot5.ipynb) |
| **Copy_of_instruct_NoGPT2_YesMistral7b_Chapter5dot3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_instruct_NoGPT2_YesMistral7b_Chapter5dot3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_instruct_NoGPT2_YesMistral7b_Chapter5dot3.ipynb) |
| **Copy_of_news_RNN_language_model.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_news_RNN_language_model.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_news_RNN_language_model.ipynb) |
| **Copy_of_patch_tst.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_patch_tst.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_patch_tst.ipynb) |
| **Copy_of_rag_fusion_pipeline.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Copy_of_rag_fusion_pipeline.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Copy_of_rag_fusion_pipeline.ipynb) |
| **Cross_Entropy.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Cross_Entropy.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Cross_Entropy.ipynb) |
| **DATAPREPARATION_gpt_3dot5_finetunning_AviationQA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DATAPREPARATION_gpt_3dot5_finetunning_AviationQA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DATAPREPARATION_gpt_3dot5_finetunning_AviationQA.ipynb) |
| **DBSWIM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DBSWIM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DBSWIM.ipynb) |
| **DEEPOSEEK_GLM_AGENTIC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPOSEEK_GLM_AGENTIC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPOSEEK_GLM_AGENTIC.ipynb) |
| **DEEPSEEKV3DOT1_proteinfold_AIAGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEKV3DOT1_proteinfold_AIAGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEKV3DOT1_proteinfold_AIAGENT_DEMO.ipynb) |
| **DEEPSEEKV3_1_PLDM_JEPA_FP_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEKV3_1_PLDM_JEPA_FP_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEKV3_1_PLDM_JEPA_FP_DEMO.ipynb) |
| **DEEPSEEKV3_2_PLDM_JEPA_FP_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEKV3_2_PLDM_JEPA_FP_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEKV3_2_PLDM_JEPA_FP_DEMO.ipynb) |
| **DEEPSEEKV3_TUTORIALipynb.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEKV3_TUTORIALipynb.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEKV3_TUTORIALipynb.ipynb) |
| **DEEPSEEKV4_DRIVIA_H2E.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEKV4_DRIVIA_H2E.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEKV4_DRIVIA_H2E.ipynb) |
| **DEEPSEEK_AAI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_AAI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_AAI.ipynb) |
| **DEEPSEEK_AAI_FP.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_AAI_FP.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_AAI_FP.ipynb) |
| **DEEPSEEK_AGENT_AOC_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_AGENT_AOC_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_AGENT_AOC_DEMO.ipynb) |
| **DEEPSEEK_AGENT_CREWAI_AOC_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_AGENT_CREWAI_AOC_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_AGENT_CREWAI_AOC_DEMO.ipynb) |
| **DEEPSEEK_AGENT_CREWAI_AOC_DEMO_JUNE2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_AGENT_CREWAI_AOC_DEMO_JUNE2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_AGENT_CREWAI_AOC_DEMO_JUNE2025.ipynb) |
| **DEEPSEEK_AGENT_CREWAI_AOC_DEMO_OCTOBER2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_AGENT_CREWAI_AOC_DEMO_OCTOBER2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_AGENT_CREWAI_AOC_DEMO_OCTOBER2025.ipynb) |
| **DEEPSEEK_API_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_API_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_API_DEMO.ipynb) |
| **DEEPSEEK_BOT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_BOT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_BOT.ipynb) |
| **DEEPSEEK_FINANCE_STOCK2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_FINANCE_STOCK2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_FINANCE_STOCK2025.ipynb) |
| **DEEPSEEK_Kimi_K2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_Kimi_K2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_Kimi_K2.ipynb) |
| **DEEPSEEK_NAT_DEMO_JAN2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_NAT_DEMO_JAN2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_NAT_DEMO_JAN2025.ipynb) |
| **DEEPSEEK_OCR_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_OCR_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_OCR_DEMO.ipynb) |
| **DEEPSEEK_OCR_DEMO_V1.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_OCR_DEMO_V1.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_OCR_DEMO_V1.ipynb) |
| **DEEPSEEK_RECOVERAI_AGENT_PAXDEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_RECOVERAI_AGENT_PAXDEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEK_RECOVERAI_AGENT_PAXDEMO.ipynb) |
| **DEMO_CRYPTO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEMO_CRYPTO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEMO_CRYPTO.ipynb) |
| **DEV_TOPO_HF.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEV_TOPO_HF.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEV_TOPO_HF.ipynb) |
| **DLCourse.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DLCourse.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DLCourse.ipynb) |
| **DM_AOC_agent_orchestraTion_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DM_AOC_agent_orchestraTion_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DM_AOC_agent_orchestraTion_demo.ipynb) |
| **DM_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DM_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DM_DEMO.ipynb) |
| **DM_GEMINI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DM_GEMINI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DM_GEMINI_DEMO.ipynb) |
| **DM_GEMINI_DEMO_models_gemini_2_5_pro_preview_05_06.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DM_GEMINI_DEMO_models_gemini_2_5_pro_preview_05_06.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DM_GEMINI_DEMO_models_gemini_2_5_pro_preview_05_06.ipynb) |
| **DS_MEDICINE_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DS_MEDICINE_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DS_MEDICINE_DEMO.ipynb) |
| **DeepSeek_R1_Distill_Llama_70B_DRIVIA_H2E_Multimodal.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DeepSeek_R1_Distill_Llama_70B_DRIVIA_H2E_Multimodal.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DeepSeek_R1_Distill_Llama_70B_DRIVIA_H2E_Multimodal.ipynb) |
| **DeepSeek_R1_Distill_Qwen_1_5B_AWS_APRIL2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DeepSeek_R1_Distill_Qwen_1_5B_AWS_APRIL2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DeepSeek_R1_Distill_Qwen_1_5B_AWS_APRIL2025.ipynb) |
| **DeepSeek_UFTF.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DeepSeek_UFTF.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DeepSeek_UFTF.ipynb) |
| **Demo_RNN.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Demo_RNN.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Demo_RNN.ipynb) |
| **Distillation_and_Fine_Tuning_Script.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Distillation_and_Fine_Tuning_Script.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Distillation_and_Fine_Tuning_Script.ipynb) |
| **E2Moon_space_travel_deepsekv3dot1.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/E2Moon_space_travel_deepsekv3dot1.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/E2Moon_space_travel_deepsekv3dot1.ipynb) |
| **EA_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/EA_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/EA_DEMO.ipynb) |
| **EEG_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/EEG_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/EEG_DEMO.ipynb) |
| **EI_GEMINI_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/EI_GEMINI_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/EI_GEMINI_POC.ipynb) |
| **ENG2FRE_transformers2025_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ENG2FRE_transformers2025_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ENG2FRE_transformers2025_demo.ipynb) |
| **ER_gemini3_thinking_level_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ER_gemini3_thinking_level_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ER_gemini3_thinking_level_demo.ipynb) |
| **ETH_WFO_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ETH_WFO_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ETH_WFO_POC.ipynb) |
| **EVAL_NEMO_TOOLKIT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/EVAL_NEMO_TOOLKIT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/EVAL_NEMO_TOOLKIT_DEMO.ipynb) |
| **EVAL_RLHF.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/EVAL_RLHF.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/EVAL_RLHF.ipynb) |
| **Embedchain_Demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Embedchain_Demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Embedchain_Demo.ipynb) |
| **Etihad_Airlines_gpt_plugin.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Etihad_Airlines_gpt_plugin.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Etihad_Airlines_gpt_plugin.ipynb) |
| **Evaluator_ChromaDB_Post_Trainining.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Evaluator_ChromaDB_Post_Trainining.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Evaluator_ChromaDB_Post_Trainining.ipynb) |
| **Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql.ipynb) |
| **Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql_gretelai.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql_gretelai.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql_gretelai.ipynb) |
| **Evaluator_Mistral_7B_text_to_sql.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Evaluator_Mistral_7B_text_to_sql.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Evaluator_Mistral_7B_text_to_sql.ipynb) |
| **FAISS_Evaluator_Mistral_7B_text_to_sql.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FAISS_Evaluator_Mistral_7B_text_to_sql.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FAISS_Evaluator_Mistral_7B_text_to_sql.ipynb) |
| **FAISS_FINETUNING.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FAISS_FINETUNING.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FAISS_FINETUNING.ipynb) |
| **FALCON.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FALCON.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FALCON.ipynb) |
| **FALCON2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FALCON2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FALCON2.ipynb) |
| **FA_AGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FA_AGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FA_AGENT_DEMO.ipynb) |
| **FFT_AI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FFT_AI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FFT_AI.ipynb) |
| **FIFA-WC2026-AI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FIFA-WC2026-AI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FIFA-WC2026-AI.ipynb) |
| **FIFA_WC2026_AI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FIFA_WC2026_AI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FIFA_WC2026_AI.ipynb) |
| **FIFA_World_Cup_2026_AI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FIFA_World_Cup_2026_AI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FIFA_World_Cup_2026_AI.ipynb) |
| **FINAL_ACP_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINAL_ACP_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINAL_ACP_DEMO.ipynb) |
| **FINAL_AlphaFold2_DEEPSEEK.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINAL_AlphaFold2_DEEPSEEK.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINAL_AlphaFold2_DEEPSEEK.ipynb) |
| **FINAL_BOT_MLLM_MMLM_28P.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINAL_BOT_MLLM_MMLM_28P.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINAL_BOT_MLLM_MMLM_28P.ipynb) |
| **FINAL_FIFA_World_Cup_2026_AI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINAL_FIFA_World_Cup_2026_AI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINAL_FIFA_World_Cup_2026_AI.ipynb) |
| **FINAL_GNN_FINE_TUNINGT_T2SQL_DataAugmentation.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINAL_GNN_FINE_TUNINGT_T2SQL_DataAugmentation.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINAL_GNN_FINE_TUNINGT_T2SQL_DataAugmentation.ipynb) |
| **FINAL_GNN_FINE_TUNING_T2SQL_DataAugmentation.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINAL_GNN_FINE_TUNING_T2SQL_DataAugmentation.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINAL_GNN_FINE_TUNING_T2SQL_DataAugmentation.ipynb) |
| **FINAL_LLM_JEPA_MISTRAL_FT_BTC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINAL_LLM_JEPA_MISTRAL_FT_BTC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINAL_LLM_JEPA_MISTRAL_FT_BTC.ipynb) |
| **FINAL_MOVIEAGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINAL_MOVIEAGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINAL_MOVIEAGENT_DEMO.ipynb) |
| **FINAL_NVIDIA_ai_virtual_assistant.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINAL_NVIDIA_ai_virtual_assistant.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINAL_NVIDIA_ai_virtual_assistant.ipynb) |
| **FINAL_UNESCOAUDIO_VOXTRAL_DELIVER.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINAL_UNESCOAUDIO_VOXTRAL_DELIVER.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINAL_UNESCOAUDIO_VOXTRAL_DELIVER.ipynb) |
| **FINAL_UNESCOTEXT_SARVAM_DELIVER.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINAL_UNESCOTEXT_SARVAM_DELIVER.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINAL_UNESCOTEXT_SARVAM_DELIVER.ipynb) |
| **FINANCE_AI_AGENT_OPENAI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINANCE_AI_AGENT_OPENAI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINANCE_AI_AGENT_OPENAI_DEMO.ipynb) |
| **FINTECH_NEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINTECH_NEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINTECH_NEMO.ipynb) |
| **FLIGHTPLANAGENT_OPENAI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FLIGHTPLANAGENT_OPENAI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FLIGHTPLANAGENT_OPENAI_DEMO.ipynb) |
| **FLIGHT_PLANNING_BoltzmannMachine_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FLIGHT_PLANNING_BoltzmannMachine_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FLIGHT_PLANNING_BoltzmannMachine_DEMO.ipynb) |
| **FL_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FL_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FL_DEMO.ipynb) |
| **FPAGENT_OPENAI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FPAGENT_OPENAI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FPAGENT_OPENAI_DEMO.ipynb) |
| **FPU_MISTRAL_LAMBDA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FPU_MISTRAL_LAMBDA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FPU_MISTRAL_LAMBDA.ipynb) |
| **FP_AGENTIC_T2SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FP_AGENTIC_T2SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FP_AGENTIC_T2SQL.ipynb) |
| **FP_AGENT_AUTOGEN.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FP_AGENT_AUTOGEN.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FP_AGENT_AUTOGEN.ipynb) |
| **FP_AGENT_CREWAI_DEEPSEEK.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FP_AGENT_CREWAI_DEEPSEEK.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FP_AGENT_CREWAI_DEEPSEEK.ipynb) |
| **FP_AGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FP_AGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FP_AGENT_DEMO.ipynb) |
| **FP_MULTIPLE_LLM_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FP_MULTIPLE_LLM_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FP_MULTIPLE_LLM_DEMO.ipynb) |
| **FP_OODA_LOOP_AI_AGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FP_OODA_LOOP_AI_AGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FP_OODA_LOOP_AI_AGENT_DEMO.ipynb) |
| **FP_POC_FINAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FP_POC_FINAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FP_POC_FINAL.ipynb) |
| **FSD_H2E.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FSD_H2E.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FSD_H2E.ipynb) |
| **FTA_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FTA_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FTA_DEMO.ipynb) |
| **FTDEMO_LLAMA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FTDEMO_LLAMA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FTDEMO_LLAMA.ipynb) |
| **FT_DSV3d_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FT_DSV3d_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FT_DSV3d_DEMO.ipynb) |
| **FT_DSV7_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FT_DSV7_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FT_DSV7_DEMO.ipynb) |
| **FT_FILOSOFO_MISTRAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FT_FILOSOFO_MISTRAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FT_FILOSOFO_MISTRAL.ipynb) |
| **FT_GEMINI_NASA_VERTEXAI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FT_GEMINI_NASA_VERTEXAI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FT_GEMINI_NASA_VERTEXAI.ipynb) |
| **FT_H2E.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FT_H2E.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FT_H2E.ipynb) |
| **FT_MEDAL_DS_LLAMA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FT_MEDAL_DS_LLAMA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FT_MEDAL_DS_LLAMA.ipynb) |
| **FT_Mixtral_lambda_cloud.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FT_Mixtral_lambda_cloud.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FT_Mixtral_lambda_cloud.ipynb) |
| **FT_RAG_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FT_RAG_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FT_RAG_DEMO.ipynb) |
| **FT_V2TXT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FT_V2TXT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FT_V2TXT_DEMO.ipynb) |
| **FULL_FlightDM_OPENAI_AGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FULL_FlightDM_OPENAI_AGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FULL_FlightDM_OPENAI_AGENT_DEMO.ipynb) |
| **FinGPT_Inference_Llama2_13B_falcon_7B_for_Beginners.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FinGPT_Inference_Llama2_13B_falcon_7B_for_Beginners.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FinGPT_Inference_Llama2_13B_falcon_7B_for_Beginners.ipynb) |
| **FinanceAI_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FinanceAI_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FinanceAI_demo.ipynb) |
| **Finance_MULTIPLE_LLM_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Finance_MULTIPLE_LLM_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Finance_MULTIPLE_LLM_DEMO.ipynb) |
| **Financial_Advice_AGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Financial_Advice_AGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Financial_Advice_AGENT_DEMO.ipynb) |
| **FineTune_DeepSeek_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTune_DeepSeek_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTune_DeepSeek_demo.ipynb) |
| **FineTuningDM_MISTRAL_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuningDM_MISTRAL_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuningDM_MISTRAL_DEMO.ipynb) |
| **FineTuning_LLM-LLAMA2-TEXT-TO-SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM-LLAMA2-TEXT-TO-SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM-LLAMA2-TEXT-TO-SQL.ipynb) |
| **FineTuning_LLM-Mistral-7B-Instruct-v0.1_for-text-to-SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM-Mistral-7B-Instruct-v0.1_for-text-to-SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM-Mistral-7B-Instruct-v0.1_for-text-to-SQL.ipynb) |
| **FineTuning_LLM-Mistral-7B-Instruct-v0.3_for-text-to-SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM-Mistral-7B-Instruct-v0.3_for-text-to-SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM-Mistral-7B-Instruct-v0.3_for-text-to-SQL.ipynb) |
| **FineTuning_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM.ipynb) |
| **FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL-cosine.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL-cosine.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL-cosine.ipynb) |
| **FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL.ipynb) |
| **FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_APRIL2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_APRIL2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_APRIL2025.ipynb) |
| **FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_EVALDATA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_EVALDATA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_EVALDATA.ipynb) |
| **FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_EVALDATA_EpochsT1.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_EVALDATA_EpochsT1.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_EVALDATA_EpochsT1.ipynb) |
| **FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_EVALDATA_PONEW.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_EVALDATA_PONEW.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_MEDAL_EVALDATA_PONEW.ipynb) |
| **FineTuning_LLM_Meta_Llama_3_8B_for_text_to_SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_text_to_SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Meta_Llama_3_8B_for_text_to_SQL.ipynb) |
| **FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_RLHF.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_RLHF.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_RLHF.ipynb) |
| **FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_SQL.ipynb) |
| **FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_SQL_EVALDATA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_SQL_EVALDATA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_SQL_EVALDATA.ipynb) |
| **FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_SQL_flash_attention_2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_SQL_flash_attention_2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_SQL_flash_attention_2.ipynb) |
| **FineTuning_LLama2_7b_hfdeployment_withflashattn2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLama2_7b_hfdeployment_withflashattn2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_LLama2_7b_hfdeployment_withflashattn2.ipynb) |
| **FineTuning_Llama_3_1_8B_Instruct_for_text_to_SQL_flash_attention_2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_Llama_3_1_8B_Instruct_for_text_to_SQL_flash_attention_2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_Llama_3_1_8B_Instruct_for_text_to_SQL_flash_attention_2.ipynb) |
| **FineTuning_Meta_Llama_3_8B_hfdeployment_dataset_AviationQA-cosine.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_Meta_Llama_3_8B_hfdeployment_dataset_AviationQA-cosine.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_Meta_Llama_3_8B_hfdeployment_dataset_AviationQA-cosine.ipynb) |
| **FineTuning_Meta_Llama_3_8B_hfdeployment_dataset_AviationQA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_Meta_Llama_3_8B_hfdeployment_dataset_AviationQA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_Meta_Llama_3_8B_hfdeployment_dataset_AviationQA.ipynb) |
| **FineTuning_Mistral_7b_hfdeployment_dataset_AviationQA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_dataset_AviationQA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_dataset_AviationQA.ipynb) |
| **FineTuning_Mistral_7b_hfdeployment_dataset_Emotion.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_dataset_Emotion.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_dataset_Emotion.ipynb) |
| **FineTuning_Mistral_7b_hfdeployment_dataset_McGill_NLP_medal.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_dataset_McGill_NLP_medal.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_dataset_McGill_NLP_medal.ipynb) |
| **FineTuning_Mistral_7b_hfdeployment_dataset_Medmcqa.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_dataset_Medmcqa.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_dataset_Medmcqa.ipynb) |
| **FineTuning_Mistral_7b_hfdeployment_with_DB_air_dialogue.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_with_DB_air_dialogue.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_with_DB_air_dialogue.ipynb) |
| **FineTuning_Mistral_7b_hfdeployment_withflashattn2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_withflashattn2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_withflashattn2.ipynb) |
| **FineTuning_Mistral_7b_hfdeployment_withflashattn2_squad2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_withflashattn2_squad2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_Mistral_7b_hfdeployment_withflashattn2_squad2.ipynb) |
| **FineTuning_T2SQL_GNN.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_T2SQL_GNN.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_T2SQL_GNN.ipynb) |
| **FineTuning_VertexAISDK_GPU.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTuning_VertexAISDK_GPU.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTuning_VertexAISDK_GPU.ipynb) |
| **FineTunning_Testing_For_AviationQADataset_.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_AviationQADataset_.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_AviationQADataset_.ipynb) |
| **FineTunning_Testing_For_AviationQADataset_OLD.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_AviationQADataset_OLD.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_AviationQADataset_OLD.ipynb) |
| **FineTunning_Testing_For_AviationQADataset_num_epochs-30.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_AviationQADataset_num_epochs-30.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_AviationQADataset_num_epochs-30.ipynb) |
| **FineTunning_Testing_For_EmotionQADataset.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_EmotionQADataset.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_EmotionQADataset.ipynb) |
| **FineTunning_Testing_For_MedalQADataset.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_MedalQADataset.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_MedalQADataset.ipynb) |
| **FineTunning_Testing_For_MedmcQADataset_.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_MedmcQADataset_.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FineTunning_Testing_For_MedmcQADataset_.ipynb) |
| **Fine_Tune_squad2_Mistral_Sagemaker_Jumpstart.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Fine_Tune_squad2_Mistral_Sagemaker_Jumpstart.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Fine_Tune_squad2_Mistral_Sagemaker_Jumpstart.ipynb) |
| **Finetune_deepseek_Essential_web_v1_0.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Finetune_deepseek_Essential_web_v1_0.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Finetune_deepseek_Essential_web_v1_0.ipynb) |
| **FlightDM_OPENAI_AGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FlightDM_OPENAI_AGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FlightDM_OPENAI_AGENT_DEMO.ipynb) |
| **FlightPLAN.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FlightPLAN.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FlightPLAN.ipynb) |
| **Fusion_Langchain_Llamaindex_PostgreSQL_CLAUDE3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Fusion_Langchain_Llamaindex_PostgreSQL_CLAUDE3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Fusion_Langchain_Llamaindex_PostgreSQL_CLAUDE3.ipynb) |
| **GEMIN2DOT0_TRAVEL_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMIN2DOT0_TRAVEL_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMIN2DOT0_TRAVEL_POC.ipynb) |
| **GEMIN2DOT0_TRAVEL_PO_C.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMIN2DOT0_TRAVEL_PO_C.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMIN2DOT0_TRAVEL_PO_C.ipynb) |
| **GEMINI3FLASH_AAI_DEMO_DRUGDISCOVER.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI3FLASH_AAI_DEMO_DRUGDISCOVER.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI3FLASH_AAI_DEMO_DRUGDISCOVER.ipynb) |
| **GEMINI3FLASH_CRISPR_AAI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI3FLASH_CRISPR_AAI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI3FLASH_CRISPR_AAI.ipynb) |
| **GEMINI3_FLASH_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI3_FLASH_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI3_FLASH_DEMO.ipynb) |
| **GEMINI3_GENIE3_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI3_GENIE3_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI3_GENIE3_DEMO.ipynb) |
| **GEMINI3_LeJEPA_MEDICAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI3_LeJEPA_MEDICAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI3_LeJEPA_MEDICAL.ipynb) |
| **GEMINI3_POC_2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI3_POC_2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI3_POC_2025.ipynb) |
| **GEMINI3_VJEPA_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI3_VJEPA_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI3_VJEPA_DEMO.ipynb) |
| **GEMINIVERSUGPT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINIVERSUGPT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINIVERSUGPT.ipynb) |
| **GEMINI_AGENT_RAG.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI_AGENT_RAG.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI_AGENT_RAG.ipynb) |
| **GEMINI_AI_AGENT_2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI_AI_AGENT_2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI_AI_AGENT_2025.ipynb) |
| **GEMINI_ENTERPRISE.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI_ENTERPRISE.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI_ENTERPRISE.ipynb) |
| **GEMINI_FP_AGENT_JUNE2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI_FP_AGENT_JUNE2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI_FP_AGENT_JUNE2025.ipynb) |
| **GEMINI_MMLLM_AAI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI_MMLLM_AAI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI_MMLLM_AAI_DEMO.ipynb) |
| **GEMINI_MULTIMODAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI_MULTIMODAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI_MULTIMODAL.ipynb) |
| **GEMINI_POC_2024.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI_POC_2024.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI_POC_2024.ipynb) |
| **GEMINI_POC_2024_BTA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI_POC_2024_BTA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI_POC_2024_BTA.ipynb) |
| **GEMINI_POC_2024_BTA_NEWAPI_1DOT5.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI_POC_2024_BTA_NEWAPI_1DOT5.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI_POC_2024_BTA_NEWAPI_1DOT5.ipynb) |
| **GEMINI_PRIMES_case6.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI_PRIMES_case6.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI_PRIMES_case6.ipynb) |
| **GEMINI_RAG2ARAG_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI_RAG2ARAG_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI_RAG2ARAG_DEMO.ipynb) |
| **GEMINI_TPU.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMINI_TPU.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMINI_TPU.ipynb) |
| **GEMIN_RAG_AGENT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMIN_RAG_AGENT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMIN_RAG_AGENT.ipynb) |
| **GEMMA4_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GEMMA4_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GEMMA4_DEMO.ipynb) |
| **GENOME_AI_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GENOME_AI_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GENOME_AI_POC.ipynb) |
| **GENOMIC_AIAGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GENOMIC_AIAGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GENOMIC_AIAGENT_DEMO.ipynb) |
| **GLM4DOT6_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GLM4DOT6_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GLM4DOT6_DEMO.ipynb) |
| **GOOGLEMAPS_AI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GOOGLEMAPS_AI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GOOGLEMAPS_AI.ipynb) |
| **GOOGLE_VS_OPENAI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GOOGLE_VS_OPENAI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GOOGLE_VS_OPENAI.ipynb) |
| **GPT4V_IMAGE_PATHPASSING.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT4V_IMAGE_PATHPASSING.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT4V_IMAGE_PATHPASSING.ipynb) |
| **GPT4V_IMAGE_URLPASSING.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT4V_IMAGE_URLPASSING.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT4V_IMAGE_URLPASSING.ipynb) |
| **GPT4_AI_FLIGHT_PLAN_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT4_AI_FLIGHT_PLAN_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT4_AI_FLIGHT_PLAN_demo.ipynb) |
| **GPT4_Rag_Fusion_LlamaIndex_Pipeline_PostgreSQL_Embedding.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT4_Rag_Fusion_LlamaIndex_Pipeline_PostgreSQL_Embedding.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT4_Rag_Fusion_LlamaIndex_Pipeline_PostgreSQL_Embedding.ipynb) |
| **GPT4_TUTORIAL2024.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT4_TUTORIAL2024.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT4_TUTORIAL2024.ipynb) |
| **GPT_5_OPENAI_API_TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT_5_OPENAI_API_TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT_5_OPENAI_API_TUTORIAL.ipynb) |
| **GPT_5dot2_OPENAI_API_TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT_5dot2_OPENAI_API_TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT_5dot2_OPENAI_API_TUTORIAL.ipynb) |
| **GPT_LANGCHAIN_POSTGRESQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT_LANGCHAIN_POSTGRESQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT_LANGCHAIN_POSTGRESQL.ipynb) |
| **GPT_ONECELL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT_ONECELL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT_ONECELL.ipynb) |
| **GPT_finetunning.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT_finetunning.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT_finetunning.ipynb) |
| **GPT_finetunning_aviation-validation_file.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT_finetunning_aviation-validation_file.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT_finetunning_aviation-validation_file.ipynb) |
| **GPT_finetunning_aviation.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT_finetunning_aviation.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT_finetunning_aviation.ipynb) |
| **GPT_finetunning_aviation_validationdata.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT_finetunning_aviation_validationdata.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT_finetunning_aviation_validationdata.ipynb) |
| **GPT_finetunning_aviation_validationdata_evaluator.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GPT_finetunning_aviation_validationdata_evaluator.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GPT_finetunning_aviation_validationdata_evaluator.ipynb) |
| **GRAPH_Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql_gretelai.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GRAPH_Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql_gretelai.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GRAPH_Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql_gretelai.ipynb) |
| **GROK4_DRUGDISCOVER_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GROK4_DRUGDISCOVER_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GROK4_DRUGDISCOVER_DEMO.ipynb) |
| **GROK4_FP_MARS_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GROK4_FP_MARS_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GROK4_FP_MARS_DEMO.ipynb) |
| **GROK4_XAI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GROK4_XAI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GROK4_XAI_DEMO.ipynb) |
| **GROK4dot1_XAI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GROK4dot1_XAI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GROK4dot1_XAI_DEMO.ipynb) |
| **GT_PRIME_RH_RELATIVITY.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GT_PRIME_RH_RELATIVITY.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GT_PRIME_RH_RELATIVITY.ipynb) |
| **GT_TEST_LEFM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GT_TEST_LEFM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GT_TEST_LEFM.ipynb) |
| **GUSE_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GUSE_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GUSE_DEMO.ipynb) |
| **GWP_case_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/GWP_case_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/GWP_case_DEMO.ipynb) |
| **Gemini_2_5_Agentic_Flight_Planner_Demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Gemini_2_5_Agentic_Flight_Planner_Demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Gemini_2_5_Agentic_Flight_Planner_Demo.ipynb) |
| **Gemini_Deep_Research_agent.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Gemini_Deep_Research_agent.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Gemini_Deep_Research_agent.ipynb) |
| **Gemma_Finetuning_TPU_COLAB.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Gemma_Finetuning_TPU_COLAB.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Gemma_Finetuning_TPU_COLAB.ipynb) |
| **H2E_BOT_NEMO_AAI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_BOT_NEMO_AAI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_BOT_NEMO_AAI.ipynb) |
| **H2E_CLAUDE4DOT6_ORCHESTRATION.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_CLAUDE4DOT6_ORCHESTRATION.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_CLAUDE4DOT6_ORCHESTRATION.ipynb) |
| **H2E_CLIMAT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_CLIMAT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_CLIMAT.ipynb) |
| **H2E_DEMO_UNESCO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_DEMO_UNESCO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_DEMO_UNESCO.ipynb) |
| **H2E_DEMO_UNESCO_V2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_DEMO_UNESCO_V2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_DEMO_UNESCO_V2.ipynb) |
| **H2E_DS-VOXTRAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_DS-VOXTRAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_DS-VOXTRAL.ipynb) |
| **H2E_DS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_DS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_DS.ipynb) |
| **H2E_Deterministic_Gate.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_Deterministic_Gate.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_Deterministic_Gate.ipynb) |
| **H2E_HF.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_HF.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_HF.ipynb) |
| **H2E_Holonomic_System.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_Holonomic_System.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_Holonomic_System.ipynb) |
| **H2E_JEPA_AGI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_JEPA_AGI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_JEPA_AGI_DEMO.ipynb) |
| **H2E_JEPA_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_JEPA_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_JEPA_DEMO.ipynb) |
| **H2E_MEDICAL_AGI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_MEDICAL_AGI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_MEDICAL_AGI_DEMO.ipynb) |
| **H2E_PILLARS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_PILLARS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_PILLARS.ipynb) |
| **H2E_ROBOT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_ROBOT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_ROBOT.ipynb) |
| **H2E_Sheriff_Demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_Sheriff_Demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_Sheriff_Demo.ipynb) |
| **H2E_Sheriff_Demo_V3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_Sheriff_Demo_V3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_Sheriff_Demo_V3.ipynb) |
| **H2E_Sovereign_Safety_Valve.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/H2E_Sovereign_Safety_Valve.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/H2E_Sovereign_Safety_Valve.ipynb) |
| **HFMODEL_Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql_gretelai.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HFMODEL_Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql_gretelai.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HFMODEL_Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql_gretelai.ipynb) |
| **HF_AGENT_LLAMA3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HF_AGENT_LLAMA3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HF_AGENT_LLAMA3.ipynb) |
| **HF_AGENT_LLAMA3_HFModel.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HF_AGENT_LLAMA3_HFModel.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HF_AGENT_LLAMA3_HFModel.ipynb) |
| **HF_LOCAL_download-Mixtral-8x22B-Instruct-v0.1.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HF_LOCAL_download-Mixtral-8x22B-Instruct-v0.1.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HF_LOCAL_download-Mixtral-8x22B-Instruct-v0.1.ipynb) |
| **HF_LOCAL_download-Mixtral-8x7B-Instruct-v0.1.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HF_LOCAL_download-Mixtral-8x7B-Instruct-v0.1.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HF_LOCAL_download-Mixtral-8x7B-Instruct-v0.1.ipynb) |
| **HF_LOCAL_download.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HF_LOCAL_download.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HF_LOCAL_download.ipynb) |
| **HF_LOCAL_download_Llama_3_70B_Instruct_DPO_v0_2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HF_LOCAL_download_Llama_3_70B_Instruct_DPO_v0_2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HF_LOCAL_download_Llama_3_70B_Instruct_DPO_v0_2.ipynb) |
| **HIGGS_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HIGGS_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HIGGS_DEMO.ipynb) |
| **HOPE_VJEPA_GEMINI3PRO_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HOPE_VJEPA_GEMINI3PRO_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HOPE_VJEPA_GEMINI3PRO_DEMO.ipynb) |
| **HRM_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HRM_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HRM_DEMO.ipynb) |
| **HRM_DEMO_COMPLETE.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HRM_DEMO_COMPLETE.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HRM_DEMO_COMPLETE.ipynb) |
| **HRM_POC_COMPLETE.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HRM_POC_COMPLETE.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HRM_POC_COMPLETE.ipynb) |
| **Holo_1_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Holo_1_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Holo_1_demo.ipynb) |
| **HopfieldNetwork_EBMs.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/HopfieldNetwork_EBMs.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/HopfieldNetwork_EBMs.ipynb) |
| **IDVSCI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/IDVSCI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/IDVSCI.ipynb) |
| **IJEPA_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/IJEPA_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/IJEPA_DEMO.ipynb) |
| **IMAGE_GENERATOR.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/IMAGE_GENERATOR.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/IMAGE_GENERATOR.ipynb) |
| **JAX_MODEL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/JAX_MODEL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/JAX_MODEL.ipynb) |
| **JEPA2_DEMO_JUN2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/JEPA2_DEMO_JUN2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/JEPA2_DEMO_JUN2025.ipynb) |
| **JEPA_AGI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/JEPA_AGI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/JEPA_AGI_DEMO.ipynb) |
| **JEPA_LLAMA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/JEPA_LLAMA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/JEPA_LLAMA.ipynb) |
| **JEPA_PLDCpynb.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/JEPA_PLDCpynb.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/JEPA_PLDCpynb.ipynb) |
| **KRAKEN_FETCH.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/KRAKEN_FETCH.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/KRAKEN_FETCH.ipynb) |
| **Kimi_K2_Thinking_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Kimi_K2_Thinking_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Kimi_K2_Thinking_DEMO.ipynb) |
| **LAMBDA_THEOREM_PROOF_AI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LAMBDA_THEOREM_PROOF_AI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LAMBDA_THEOREM_PROOF_AI.ipynb) |
| **LANGCHAIN_AAI_GEMINI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LANGCHAIN_AAI_GEMINI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LANGCHAIN_AAI_GEMINI_DEMO.ipynb) |
| **LEARN_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEARN_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEARN_DEMO.ipynb) |
| **LEFM-H2E_DEMO_UNESCO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEFM-H2E_DEMO_UNESCO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEFM-H2E_DEMO_UNESCO.ipynb) |
| **LEFM-SUITE7PLUS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEFM-SUITE7PLUS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEFM-SUITE7PLUS.ipynb) |
| **LEFM-v2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEFM-v2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEFM-v2.ipynb) |
| **LEFM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEFM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEFM.ipynb) |
| **LEFM_COMPLETE_WITH_SIEVE_FIXED.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEFM_COMPLETE_WITH_SIEVE_FIXED.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEFM_COMPLETE_WITH_SIEVE_FIXED.ipynb) |
| **LEFM_FutureWork.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEFM_FutureWork.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEFM_FutureWork.ipynb) |
| **LEFM_H2E_DEMO_UNESCO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEFM_H2E_DEMO_UNESCO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEFM_H2E_DEMO_UNESCO.ipynb) |
| **LEFM_NEXTGEN.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEFM_NEXTGEN.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEFM_NEXTGEN.ipynb) |
| **LEFM_PRIMES_THEOREMS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEFM_PRIMES_THEOREMS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEFM_PRIMES_THEOREMS.ipynb) |
| **LEFM_RG_RH.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEFM_RG_RH.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEFM_RG_RH.ipynb) |
| **LEFM_TAO_TEST.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEFM_TAO_TEST.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEFM_TAO_TEST.ipynb) |
| **LEFM_v2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEFM_v2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEFM_v2.ipynb) |
| **LEJEPA_IJEPA_MEDICAL_AGI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEJEPA_IJEPA_MEDICAL_AGI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEJEPA_IJEPA_MEDICAL_AGI_DEMO.ipynb) |
| **LEJEPA_VJEPA_AGI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LEJEPA_VJEPA_AGI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LEJEPA_VJEPA_AGI_DEMO.ipynb) |
| **LFM2_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LFM2_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LFM2_DEMO.ipynb) |
| **LLAMA2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLAMA2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLAMA2.ipynb) |
| **LLAMA3_Finetuning_TPU_COLAB.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLAMA3_Finetuning_TPU_COLAB.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLAMA3_Finetuning_TPU_COLAB.ipynb) |
| **LLAMA3_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLAMA3_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLAMA3_POC.ipynb) |
| **LLAMA3_SPACE_FP_OODA_LOOP_AI_AGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLAMA3_SPACE_FP_OODA_LOOP_AI_AGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLAMA3_SPACE_FP_OODA_LOOP_AI_AGENT_DEMO.ipynb) |
| **LLAMA3b_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLAMA3b_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLAMA3b_POC.ipynb) |
| **LLAMA4_AWS_APRIL2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLAMA4_AWS_APRIL2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLAMA4_AWS_APRIL2025.ipynb) |
| **LLMEVALUATOR-MISTRAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLMEVALUATOR-MISTRAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLMEVALUATOR-MISTRAL.ipynb) |
| **LLMEVALUATOR.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLMEVALUATOR.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLMEVALUATOR.ipynb) |
| **LLMEVALUATOR_OPENAI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLMEVALUATOR_OPENAI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLMEVALUATOR_OPENAI.ipynb) |
| **LLM_CRYPTO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLM_CRYPTO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLM_CRYPTO.ipynb) |
| **LLM_Demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLM_Demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLM_Demo.ipynb) |
| **LLM_Fine_Tuning_Demo_on_TPU_with_JAX_and_Flax.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLM_Fine_Tuning_Demo_on_TPU_with_JAX_and_Flax.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLM_Fine_Tuning_Demo_on_TPU_with_JAX_and_Flax.ipynb) |
| **LLM_JEPA_MISTRAL_FT_BTC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLM_JEPA_MISTRAL_FT_BTC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLM_JEPA_MISTRAL_FT_BTC.ipynb) |
| **LLM_REASONING_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLM_REASONING_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLM_REASONING_DEMO.ipynb) |
| **LLM_openrouter_demo_dec2015.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LLM_openrouter_demo_dec2015.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LLM_openrouter_demo_dec2015.ipynb) |
| **LORA_QTHA_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LORA_QTHA_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LORA_QTHA_DEMO.ipynb) |
| **LSTM_TIMESERIES.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LSTM_TIMESERIES.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LSTM_TIMESERIES.ipynb) |
| **LWM_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/LWM_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/LWM_DEMO.ipynb) |
| **Langchain_OpenSourceLLM_Mistral7B_OpenaiEmbedding.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Langchain_OpenSourceLLM_Mistral7B_OpenaiEmbedding.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Langchain_OpenSourceLLM_Mistral7B_OpenaiEmbedding.ipynb) |
| **Llama_3_1_8B_Instruct_AIAGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Llama_3_1_8B_Instruct_AIAGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Llama_3_1_8B_Instruct_AIAGENT_DEMO.ipynb) |
| **Llama_3_1_8B_Instruct_FP_OODA_LOOP_AI_AGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Llama_3_1_8B_Instruct_FP_OODA_LOOP_AI_AGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Llama_3_1_8B_Instruct_FP_OODA_LOOP_AI_AGENT_DEMO.ipynb) |
| **Llama_3_1_8B_Instruct_space_travel_demo_openai.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Llama_3_1_8B_Instruct_space_travel_demo_openai.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Llama_3_1_8B_Instruct_space_travel_demo_openai.ipynb) |
| **Llama_3_8B_for_text_to_SQL_upload_model_hf.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Llama_3_8B_for_text_to_SQL_upload_model_hf.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Llama_3_8B_for_text_to_SQL_upload_model_hf.ipynb) |
| **MAGISTRAL_AGENT_DEMO_FP.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MAGISTRAL_AGENT_DEMO_FP.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MAGISTRAL_AGENT_DEMO_FP.ipynb) |
| **MARCH2026_NAT_DS_TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MARCH2026_NAT_DS_TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MARCH2026_NAT_DS_TUTORIAL.ipynb) |
| **MATH_REASONING_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MATH_REASONING_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MATH_REASONING_DEMO.ipynb) |
| **MAY2025_Financial_Advice_AGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MAY2025_Financial_Advice_AGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MAY2025_Financial_Advice_AGENT_DEMO.ipynb) |
| **MCP_AAI_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MCP_AAI_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MCP_AAI_LLM.ipynb) |
| **MCP_AAI_RAG_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MCP_AAI_RAG_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MCP_AAI_RAG_DEMO.ipynb) |
| **MCP_CLAUDE4_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MCP_CLAUDE4_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MCP_CLAUDE4_DEMO.ipynb) |
| **MCP_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MCP_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MCP_DEMO.ipynb) |
| **MCP_DEMO_CONSEJO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MCP_DEMO_CONSEJO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MCP_DEMO_CONSEJO.ipynb) |
| **MCP_DEMO_JUNE2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MCP_DEMO_JUNE2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MCP_DEMO_JUNE2025.ipynb) |
| **MCP_LLM_AGENT_FP.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MCP_LLM_AGENT_FP.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MCP_LLM_AGENT_FP.ipynb) |
| **MEDICAL_ADK.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MEDICAL_ADK.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MEDICAL_ADK.ipynb) |
| **MEDICAL_AGI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MEDICAL_AGI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MEDICAL_AGI_DEMO.ipynb) |
| **MEDICAL_BoltzmannMachine_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MEDICAL_BoltzmannMachine_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MEDICAL_BoltzmannMachine_DEMO.ipynb) |
| **MEDICAL_deepseekr1_api_demo_june2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MEDICAL_deepseekr1_api_demo_june2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MEDICAL_deepseekr1_api_demo_june2025.ipynb) |
| **METRICS_UFTF_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/METRICS_UFTF_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/METRICS_UFTF_LLM.ipynb) |
| **MIANDAI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MIANDAI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MIANDAI.ipynb) |
| **MISTRALWITHGGUF_FORMAT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRALWITHGGUF_FORMAT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRALWITHGGUF_FORMAT.ipynb) |
| **MISTRAL_AAI_DEMO_JULY2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_AAI_DEMO_JULY2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_AAI_DEMO_JULY2025.ipynb) |
| **MISTRAL_AAI_GEOLOGY_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_AAI_GEOLOGY_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_AAI_GEOLOGY_DEMO.ipynb) |
| **MISTRAL_AGENT_0DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_AGENT_0DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_AGENT_0DEMO.ipynb) |
| **MISTRAL_API_TUTORIAL-OCT2024.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL-OCT2024.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL-OCT2024.ipynb) |
| **MISTRAL_API_TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL.ipynb) |
| **MISTRAL_API_TUTORIAL_BTA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL_BTA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL_BTA.ipynb) |
| **MISTRAL_API_TUTORIAL_MISTRALSMALL3DOT1.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL_MISTRALSMALL3DOT1.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL_MISTRALSMALL3DOT1.ipynb) |
| **MISTRAL_API_TUTORIAL_Magistral.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL_Magistral.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL_Magistral.ipynb) |
| **MISTRAL_API_TUTORIAL_Open_Mixtral_8x22b.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL_Open_Mixtral_8x22b.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL_Open_Mixtral_8x22b.ipynb) |
| **MISTRAL_API_TUTORIAL_VOXTRALMINILATEST.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL_VOXTRALMINILATEST.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_API_TUTORIAL_VOXTRALMINILATEST.ipynb) |
| **MISTRAL_AWS_APRIL2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_AWS_APRIL2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_AWS_APRIL2025.ipynb) |
| **MISTRAL_AWS_MARCH2024.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_AWS_MARCH2024.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_AWS_MARCH2024.ipynb) |
| **MISTRAL_AWS_MARCH2024_P0.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_AWS_MARCH2024_P0.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_AWS_MARCH2024_P0.ipynb) |
| **MISTRAL_BTA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_BTA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_BTA.ipynb) |
| **MISTRAL_CANCER_DIAGNOSTIC_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_CANCER_DIAGNOSTIC_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_CANCER_DIAGNOSTIC_DEMO.ipynb) |
| **MISTRAL_FINETUNE_TPU_COLAB.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_FINETUNE_TPU_COLAB.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_FINETUNE_TPU_COLAB.ipynb) |
| **MISTRAL_FT_BTC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_FT_BTC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_FT_BTC.ipynb) |
| **MISTRAL_LOCAL_download.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_LOCAL_download.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_LOCAL_download.ipynb) |
| **MISTRAL_NEWAGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_NEWAGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_NEWAGENT_DEMO.ipynb) |
| **MISTRAL_NEWAGENT_DEMO_mistral_medium_2508.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_NEWAGENT_DEMO_mistral_medium_2508.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_NEWAGENT_DEMO_mistral_medium_2508.ipynb) |
| **MISTRAL_OPENMODELDEMO_AAI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_OPENMODELDEMO_AAI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_OPENMODELDEMO_AAI.ipynb) |
| **MISTRAL_OPENMODELDEMO_AAI_AOCC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_OPENMODELDEMO_AAI_AOCC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_OPENMODELDEMO_AAI_AOCC.ipynb) |
| **MISTRAL_RELATIVITY_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_RELATIVITY_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_RELATIVITY_DEMO.ipynb) |
| **MISTRAL_SMARTCITY_DT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_SMARTCITY_DT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_SMARTCITY_DT_DEMO.ipynb) |
| **MISTRAL_TPU_FT_T2SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_TPU_FT_T2SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_TPU_FT_T2SQL.ipynb) |
| **MISTRAL_TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_TUTORIAL.ipynb) |
| **MISTRAL_TUTORIAL_T4GPU.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_TUTORIAL_T4GPU.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_TUTORIAL_T4GPU.ipynb) |
| **MISTRAL_TUTORIAL_a100gpuVt4gpu-A100.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_TUTORIAL_a100gpuVt4gpu-A100.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_TUTORIAL_a100gpuVt4gpu-A100.ipynb) |
| **MISTRAL_TUTORIAL_a100gpuVt4gpu-A100GPU-2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_TUTORIAL_a100gpuVt4gpu-A100GPU-2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_TUTORIAL_a100gpuVt4gpu-A100GPU-2.ipynb) |
| **MISTRAL_devstral_2512_DEMO24DECV2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_devstral_2512_DEMO24DECV2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_devstral_2512_DEMO24DECV2025.ipynb) |
| **MISTRAL_nemo_ft_tutorial.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_nemo_ft_tutorial.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_nemo_ft_tutorial.ipynb) |
| **ML_CONCEPTS_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ML_CONCEPTS_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ML_CONCEPTS_DEMO.ipynb) |
| **ML_DL_AI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ML_DL_AI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ML_DL_AI_DEMO.ipynb) |
| **ML_DL_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ML_DL_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ML_DL_DEMO.ipynb) |
| **ML_HYPERPARAMETER_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ML_HYPERPARAMETER_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ML_HYPERPARAMETER_DEMO.ipynb) |
| **MMLU-GPT4vCLAUDE3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MMLU-GPT4vCLAUDE3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MMLU-GPT4vCLAUDE3.ipynb) |
| **MMLU.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MMLU.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MMLU.ipynb) |
| **MMLU_GEMINI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MMLU_GEMINI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MMLU_GEMINI.ipynb) |
| **MMLU_GPT4vCLAUDE3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MMLU_GPT4vCLAUDE3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MMLU_GPT4vCLAUDE3.ipynb) |
| **MMLU_LLAMA3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MMLU_LLAMA3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MMLU_LLAMA3.ipynb) |
| **MMLU_MISTRAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MMLU_MISTRAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MMLU_MISTRAL.ipynb) |
| **MMLU_MISTRAL_mixtral-8x22b-2404.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MMLU_MISTRAL_mixtral-8x22b-2404.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MMLU_MISTRAL_mixtral-8x22b-2404.ipynb) |
| **MMLU_MISTRAL_mixtral_8x22b.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MMLU_MISTRAL_mixtral_8x22b.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MMLU_MISTRAL_mixtral_8x22b.ipynb) |
| **MMLU_PHI3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MMLU_PHI3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MMLU_PHI3.ipynb) |
| **MMMU.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MMMU.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MMMU.ipynb) |
| **MN_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MN_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MN_DEMO.ipynb) |
| **MODELGPT4-0-OPENAI_API_TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MODELGPT4-0-OPENAI_API_TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MODELGPT4-0-OPENAI_API_TUTORIAL.ipynb) |
| **MSFT_CREWAI_DEEPSEEK_FINANCE_STOCK2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MSFT_CREWAI_DEEPSEEK_FINANCE_STOCK2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MSFT_CREWAI_DEEPSEEK_FINANCE_STOCK2025.ipynb) |
| **MSFT_CREWAI_MAGISTRAL_FINANCE_STOCK2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MSFT_CREWAI_MAGISTRAL_FINANCE_STOCK2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MSFT_CREWAI_MAGISTRAL_FINANCE_STOCK2025.ipynb) |
| **MULTIPLE_LLM_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MULTIPLE_LLM_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MULTIPLE_LLM_DEMO.ipynb) |
| **MYBERT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MYBERT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MYBERT_DEMO.ipynb) |
| **MYEMB.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MYEMB.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MYEMB.ipynb) |
| **MYRBM_EBM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MYRBM_EBM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MYRBM_EBM.ipynb) |
| **MYVERSION_OnDemandLoaderTool.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MYVERSION_OnDemandLoaderTool.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MYVERSION_OnDemandLoaderTool.ipynb) |
| **MambaGC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MambaGC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MambaGC.ipynb) |
| **Medical_Advice_AGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Medical_Advice_AGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Medical_Advice_AGENT_DEMO.ipynb) |
| **Medical_MULTIPLE_LLM_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Medical_MULTIPLE_LLM_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Medical_MULTIPLE_LLM_DEMO.ipynb) |
| **Meta_Llama4_Maverick_17B_128E_Instruct_AWS_APRIL2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Meta_Llama4_Maverick_17B_128E_Instruct_AWS_APRIL2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Meta_Llama4_Maverick_17B_128E_Instruct_AWS_APRIL2025.ipynb) |
| **Meta_Llama_3_8B_for_AviationQADataset_EVALUATOR.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Meta_Llama_3_8B_for_AviationQADataset_EVALUATOR.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Meta_Llama_3_8B_for_AviationQADataset_EVALUATOR.ipynb) |
| **Meta_Llama_3_8B_for_MEDAL_EVALUATOR-addevaldata.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Meta_Llama_3_8B_for_MEDAL_EVALUATOR-addevaldata.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Meta_Llama_3_8B_for_MEDAL_EVALUATOR-addevaldata.ipynb) |
| **Meta_Llama_3_8B_for_MEDAL_EVALUATOR-cosine.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Meta_Llama_3_8B_for_MEDAL_EVALUATOR-cosine.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Meta_Llama_3_8B_for_MEDAL_EVALUATOR-cosine.ipynb) |
| **Meta_Llama_3_8B_for_MEDAL_EVALUATOR.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Meta_Llama_3_8B_for_MEDAL_EVALUATOR.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Meta_Llama_3_8B_for_MEDAL_EVALUATOR.ipynb) |
| **Meta_Llama_3_8B_for_MEDAL_EVALUATOR_evaldata.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Meta_Llama_3_8B_for_MEDAL_EVALUATOR_evaldata.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Meta_Llama_3_8B_for_MEDAL_EVALUATOR_evaldata.ipynb) |
| **Meta_Llama_3_8B_for_MEDAL_EVALUATOR_evaldata_NEW_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Meta_Llama_3_8B_for_MEDAL_EVALUATOR_evaldata_NEW_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Meta_Llama_3_8B_for_MEDAL_EVALUATOR_evaldata_NEW_POC.ipynb) |
| **Migrate_from_pg_embedding_to_pg_vector.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Migrate_from_pg_embedding_to_pg_vector.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Migrate_from_pg_embedding_to_pg_vector.ipynb) |
| **Mistral-7B-Instruct-v0.1-WITHOUT-flash_attention_2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral-7B-Instruct-v0.1-WITHOUT-flash_attention_2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral-7B-Instruct-v0.1-WITHOUT-flash_attention_2.ipynb) |
| **Mistral-7B-Instruct-without-flash_attention_2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral-7B-Instruct-without-flash_attention_2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral-7B-Instruct-without-flash_attention_2.ipynb) |
| **Mistral-7B-Instruct.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral-7B-Instruct.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral-7B-Instruct.ipynb) |
| **Mistral-Embedchain_Demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral-Embedchain_Demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral-Embedchain_Demo.ipynb) |
| **Mistral-LLAMA2-In-AWS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral-LLAMA2-In-AWS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral-LLAMA2-In-AWS.ipynb) |
| **MistralLarge_Gpt4_AAI_Demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MistralLarge_Gpt4_AAI_Demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MistralLarge_Gpt4_AAI_Demo.ipynb) |
| **MistralLarge_Gpt5_AAI_Demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MistralLarge_Gpt5_AAI_Demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MistralLarge_Gpt5_AAI_Demo.ipynb) |
| **Mistral_7B_v0_1_McGill_MEDAL_EVALUATOR.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral_7B_v0_1_McGill_MEDAL_EVALUATOR.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral_7B_v0_1_McGill_MEDAL_EVALUATOR.ipynb) |
| **Mistral_Finetune_API_T2SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral_Finetune_API_T2SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral_Finetune_API_T2SQL.ipynb) |
| **Mistral_IN_AWS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral_IN_AWS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral_IN_AWS.ipynb) |
| **Mistral_Integration_with_Langchain_PostgreSQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral_Integration_with_Langchain_PostgreSQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral_Integration_with_Langchain_PostgreSQL.ipynb) |
| **Mistral_LLAMA2_in_AWS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral_LLAMA2_in_AWS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral_LLAMA2_in_AWS.ipynb) |
| **Mistral_TPU_Fine_Tuning_for_Text_to_SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral_TPU_Fine_Tuning_for_Text_to_SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral_TPU_Fine_Tuning_for_Text_to_SQL.ipynb) |
| **Mistral_basic_RAG.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral_basic_RAG.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral_basic_RAG.ipynb) |
| **Mistral_in_AWS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral_in_AWS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral_in_AWS.ipynb) |
| **Mistral_in_AWS_with_TWOMODELS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral_in_AWS_with_TWOMODELS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral_in_AWS_with_TWOMODELS.ipynb) |
| **Mistral_integration_with_langchain.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mistral_integration_with_langchain.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mistral_integration_with_langchain.ipynb) |
| **Mixtral_8x7B.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mixtral_8x7B.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mixtral_8x7B.ipynb) |
| **Mixtral_8x7BMistral-7B-Instruct-without-flash_attention_2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Mixtral_8x7BMistral-7B-Instruct-without-flash_attention_2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Mixtral_8x7BMistral-7B-Instruct-without-flash_attention_2.ipynb) |
| **MoE_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MoE_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MoE_demo.ipynb) |
| **MoME_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MoME_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MoME_demo.ipynb) |
| **Multi_Agent_Solution_Code.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Multi_Agent_Solution_Code.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Multi_Agent_Solution_Code.ipynb) |
| **Multi_Agent_Solution_Code_GPT5_GROK4.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Multi_Agent_Solution_Code_GPT5_GROK4.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Multi_Agent_Solution_Code_GPT5_GROK4.ipynb) |
| **Multi_Agent_Text_Processing_Solution.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Multi_Agent_Text_Processing_Solution.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Multi_Agent_Text_Processing_Solution.ipynb) |
| **NAT_AOCC_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NAT_AOCC_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NAT_AOCC_DEMO.ipynb) |
| **NAT_BANK_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NAT_BANK_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NAT_BANK_DEMO.ipynb) |
| **NAT_DS_TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NAT_DS_TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NAT_DS_TUTORIAL.ipynb) |
| **NAT_FP_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NAT_FP_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NAT_FP_DEMO.ipynb) |
| **NAT_FormationFlightPairing_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NAT_FormationFlightPairing_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NAT_FormationFlightPairing_DEMO.ipynb) |
| **NAT_META_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NAT_META_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NAT_META_DEMO.ipynb) |
| **NEMO_Equation_AAI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NEMO_Equation_AAI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NEMO_Equation_AAI_DEMO.ipynb) |
| **NEMO_FT_GENOME_A.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NEMO_FT_GENOME_A.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NEMO_FT_GENOME_A.ipynb) |
| **NEMO_FT_T2SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NEMO_FT_T2SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NEMO_FT_T2SQL.ipynb) |
| **NEMO_NEMOFT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NEMO_NEMOFT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NEMO_NEMOFT.ipynb) |
| **NEMO_TOOLKIT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NEMO_TOOLKIT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NEMO_TOOLKIT_DEMO.ipynb) |
| **NEWSOLUTION_FINE_TUNING_SQL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NEWSOLUTION_FINE_TUNING_SQL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NEWSOLUTION_FINE_TUNING_SQL.ipynb) |
| **NEW_GPT2_TPU.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NEW_GPT2_TPU.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NEW_GPT2_TPU.ipynb) |
| **NEW_GRAPH_Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql_gretelai.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NEW_GRAPH_Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql_gretelai.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NEW_GRAPH_Evaluator_ChromaDB_Post_Trainining_synthetic_text_to_sql_gretelai.ipynb) |
| **NL_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NL_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NL_DEMO.ipynb) |
| **NOBIAS_TRANSFOMER_APRIL2025_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NOBIAS_TRANSFOMER_APRIL2025_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NOBIAS_TRANSFOMER_APRIL2025_DEMO.ipynb) |
| **NVDA_DEEPSEEK_FINANCE_STOCK2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NVDA_DEEPSEEK_FINANCE_STOCK2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NVDA_DEEPSEEK_FINANCE_STOCK2025.ipynb) |
| **NVIDIA_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NVIDIA_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NVIDIA_DEMO.ipynb) |
| **NVIDIA_ToolOrchestra.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/NVIDIA_ToolOrchestra.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/NVIDIA_ToolOrchestra.ipynb) |
| **Nemotron_3_Nano_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Nemotron_3_Nano_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Nemotron_3_Nano_demo.ipynb) |
| **OLmo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/OLmo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/OLmo.ipynb) |
| **OPENAI_AAI_DEMO_LIBRARY.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/OPENAI_AAI_DEMO_LIBRARY.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/OPENAI_AAI_DEMO_LIBRARY.ipynb) |
| **OPENAI_API_TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/OPENAI_API_TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/OPENAI_API_TUTORIAL.ipynb) |
| **OPENAI_FT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/OPENAI_FT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/OPENAI_FT_DEMO.ipynb) |
| **Octopus_v2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Octopus_v2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Octopus_v2.ipynb) |
| **OnDemandLoaderTool.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/OnDemandLoaderTool.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/OnDemandLoaderTool.ipynb) |
| **OpeanAIPOC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/OpeanAIPOC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/OpeanAIPOC.ipynb) |
| **OpenAI_MCP_TTP_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/OpenAI_MCP_TTP_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/OpenAI_MCP_TTP_DEMO.ipynb) |
| **OpenBioLLM_Llama3_8B_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/OpenBioLLM_Llama3_8B_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/OpenBioLLM_Llama3_8B_demo.ipynb) |
| **OpenELM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/OpenELM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/OpenELM.ipynb) |
| **Openai_pgvector_helloworld_model_gpt_4_0613_JUNE2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Openai_pgvector_helloworld_model_gpt_4_0613_JUNE2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Openai_pgvector_helloworld_model_gpt_4_0613_JUNE2025.ipynb) |
| **Organized_FlightPlan_Calculator.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Organized_FlightPlan_Calculator.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Organized_FlightPlan_Calculator.ipynb) |
| **PAPERBANANA_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/PAPERBANANA_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/PAPERBANANA_DEMO.ipynb) |
| **PAXDEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/PAXDEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/PAXDEMO.ipynb) |
| **PA_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/PA_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/PA_DEMO.ipynb) |
| **PCA_COURSE2023.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/PCA_COURSE2023.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/PCA_COURSE2023.ipynb) |
| **PCA_with_MNIST_Dataset.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/PCA_with_MNIST_Dataset.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/PCA_with_MNIST_Dataset.ipynb) |
| **PGEmbeddingEmbedding_T4.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/PGEmbeddingEmbedding_T4.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/PGEmbeddingEmbedding_T4.ipynb) |
| **PGvectorEmbedding_CPU.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/PGvectorEmbedding_CPU.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/PGvectorEmbedding_CPU.ipynb) |
| **PHI3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/PHI3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/PHI3.ipynb) |
| **PLDM_JEPA_FP_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/PLDM_JEPA_FP_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/PLDM_JEPA_FP_DEMO.ipynb) |
| **POC_FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_SQL_EVALDATA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/POC_FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_SQL_EVALDATA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/POC_FineTuning_LLM_Mistral_7B_Instruct_v0_1_for_text_to_SQL_EVALDATA.ipynb) |
| **POC_LLM_HF-torchtune.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/POC_LLM_HF-torchtune.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/POC_LLM_HF-torchtune.ipynb) |
| **POC_LLM_HF.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/POC_LLM_HF.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/POC_LLM_HF.ipynb) |
| **POC_TESLA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/POC_TESLA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/POC_TESLA.ipynb) |
| **PatchTST.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/PatchTST.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/PatchTST.ipynb) |
| **Phi_2_TPU_FT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Phi_2_TPU_FT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Phi_2_TPU_FT.ipynb) |
| **Python_Code_for_a_Simple_Utility_Based_Financial_Trading_Agent.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Python_Code_for_a_Simple_Utility_Based_Financial_Trading_Agent.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Python_Code_for_a_Simple_Utility_Based_Financial_Trading_Agent.ipynb) |
| **Pytorch_EBMs.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Pytorch_EBMs.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Pytorch_EBMs.ipynb) |
| **Quantum_Agentic_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Quantum_Agentic_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Quantum_Agentic_DEMO.ipynb) |
| **Quantum_Mechanics_Text_Adventure_Game.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Quantum_Mechanics_Text_Adventure_Game.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Quantum_Mechanics_Text_Adventure_Game.ipynb) |
| **QwQ_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/QwQ_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/QwQ_DEMO.ipynb) |
| **Qwen3_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Qwen3_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Qwen3_POC.ipynb) |
| **Qwen3_VL_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Qwen3_VL_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Qwen3_VL_DEMO.ipynb) |
| **Qwen3_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Qwen3_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Qwen3_demo.ipynb) |
| **Qwen3dot5_VL_Multimodal_Experiment.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Qwen3dot5_VL_Multimodal_Experiment.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Qwen3dot5_VL_Multimodal_Experiment.ipynb) |
| **Qwen_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Qwen_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Qwen_DEMO.ipynb) |
| **Qwen_VL_Multimodal_Experiment.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Qwen_VL_Multimodal_Experiment.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Qwen_VL_Multimodal_Experiment.ipynb) |
| **RAG_GOOGLE_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/RAG_GOOGLE_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/RAG_GOOGLE_DEMO.ipynb) |
| **RG_RH.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/RG_RH.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/RG_RH.ipynb) |
| **RH_CONNES_ALIGNED_FINAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/RH_CONNES_ALIGNED_FINAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/RH_CONNES_ALIGNED_FINAL.ipynb) |
| **RH_HPC_H2E_JEPA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/RH_HPC_H2E_JEPA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/RH_HPC_H2E_JEPA.ipynb) |
| **RH_VISUAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/RH_VISUAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/RH_VISUAL.ipynb) |
| **RIEMANNIAN_tutorial.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/RIEMANNIAN_tutorial.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/RIEMANNIAN_tutorial.ipynb) |
| **RLHF_T2SQL_REPORT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/RLHF_T2SQL_REPORT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/RLHF_T2SQL_REPORT.ipynb) |
| **RLHF_TUTOR.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/RLHF_TUTOR.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/RLHF_TUTOR.ipynb) |
| **RLHF_TUTOR_MISTRAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/RLHF_TUTOR_MISTRAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/RLHF_TUTOR_MISTRAL.ipynb) |
| **RLHF_with_Custom_Datasets_EVAL5_A100.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/RLHF_with_Custom_Datasets_EVAL5_A100.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/RLHF_with_Custom_Datasets_EVAL5_A100.ipynb) |
| **RLM_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/RLM_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/RLM_DEMO.ipynb) |
| **RNNandTransformerswithPytorch.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/RNNandTransformerswithPytorch.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/RNNandTransformerswithPytorch.ipynb) |
| **Rag_Fusion_Langchain_Llamaindex_PostgreSQL_CLAUDE3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Rag_Fusion_Langchain_Llamaindex_PostgreSQL_CLAUDE3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Rag_Fusion_Langchain_Llamaindex_PostgreSQL_CLAUDE3.ipynb) |
| **Rag_Fusion_Langchain_Llamaindex_PostgreSQL_Mistral.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Rag_Fusion_Langchain_Llamaindex_PostgreSQL_Mistral.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Rag_Fusion_Langchain_Llamaindex_PostgreSQL_Mistral.ipynb) |
| **Rag_Fusion_LlamaIndex_Pipeline_PostgreSQL_Embedding_Mistral.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Rag_Fusion_LlamaIndex_Pipeline_PostgreSQL_Embedding_Mistral.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Rag_Fusion_LlamaIndex_Pipeline_PostgreSQL_Embedding_Mistral.ipynb) |
| **Rag_Fusion_Pipeline_PostgreSQL_Embedding_CLAUDE3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Rag_Fusion_Pipeline_PostgreSQL_Embedding_CLAUDE3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Rag_Fusion_Pipeline_PostgreSQL_Embedding_CLAUDE3.ipynb) |
| **Rag_Fusion_Pipeline_PostgreSQL_Embedding_GEMINI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Rag_Fusion_Pipeline_PostgreSQL_Embedding_GEMINI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Rag_Fusion_Pipeline_PostgreSQL_Embedding_GEMINI.ipynb) |
| **Rag_Fusion_Pipeline_PostgreSQL_Embedding_Mistral.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Rag_Fusion_Pipeline_PostgreSQL_Embedding_Mistral.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Rag_Fusion_Pipeline_PostgreSQL_Embedding_Mistral.ipynb) |
| **S1_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/S1_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/S1_DEMO.ipynb) |
| **SA_PA_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SA_PA_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SA_PA_LLM.ipynb) |
| **SEAL_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SEAL_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SEAL_DEMO.ipynb) |
| **SEC_LLM_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SEC_LLM_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SEC_LLM_DEMO.ipynb) |
| **SEQ2SEQ_fptransformer_model_GPU.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SEQ2SEQ_fptransformer_model_GPU.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SEQ2SEQ_fptransformer_model_GPU.ipynb) |
| **SEQ2SEQ_fptransformer_model_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SEQ2SEQ_fptransformer_model_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SEQ2SEQ_fptransformer_model_demo.ipynb) |
| **SETFIT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SETFIT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SETFIT.ipynb) |
| **SFT_TPU_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SFT_TPU_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SFT_TPU_DEMO.ipynb) |
| **SIEVE-OF-ERATOSTHENES-TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SIEVE-OF-ERATOSTHENES-TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SIEVE-OF-ERATOSTHENES-TUTORIAL.ipynb) |
| **SIEVE_APPS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SIEVE_APPS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SIEVE_APPS.ipynb) |
| **SIEVE_PLANCK.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SIEVE_PLANCK.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SIEVE_PLANCK.ipynb) |
| **SNN.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SNN.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SNN.ipynb) |
| **SOL_WFO_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SOL_WFO_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SOL_WFO_POC.ipynb) |
| **SPACE_FP_CREWAI_09JUNE25.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SPACE_FP_CREWAI_09JUNE25.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SPACE_FP_CREWAI_09JUNE25.ipynb) |
| **SPACE_FP_CREWAI_JUNE2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SPACE_FP_CREWAI_JUNE2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SPACE_FP_CREWAI_JUNE2025.ipynb) |
| **SPACE_FP_OODA_LOOP_AI_AGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SPACE_FP_OODA_LOOP_AI_AGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SPACE_FP_OODA_LOOP_AI_AGENT_DEMO.ipynb) |
| **SROI_Inference_Pipeline_FINTECH_NEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SROI_Inference_Pipeline_FINTECH_NEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SROI_Inference_Pipeline_FINTECH_NEMO.ipynb) |
| **STEP200_Waypoint_FTDEMO_Mistral_7B_Instruct_v0_2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/STEP200_Waypoint_FTDEMO_Mistral_7B_Instruct_v0_2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/STEP200_Waypoint_FTDEMO_Mistral_7B_Instruct_v0_2.ipynb) |
| **SVM_MAINTANANCE_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SVM_MAINTANANCE_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SVM_MAINTANANCE_DEMO.ipynb) |
| **SemanticSearch.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/SemanticSearch.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/SemanticSearch.ipynb) |
| **Small_Language_Model_from_Scratch.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Small_Language_Model_from_Scratch.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Small_Language_Model_from_Scratch.ipynb) |
| **T2I_OpenSource.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/T2I_OpenSource.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/T2I_OpenSource.ipynb) |
| **T2SQL_EBM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/T2SQL_EBM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/T2SQL_EBM.ipynb) |
| **T2SQL_TEST.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/T2SQL_TEST.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/T2SQL_TEST.ipynb) |
| **T2VIDEO_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/T2VIDEO_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/T2VIDEO_POC.ipynb) |
| **TAO_LEFM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TAO_LEFM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TAO_LEFM.ipynb) |
| **TESLA_NEMO_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TESLA_NEMO_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TESLA_NEMO_DEMO.ipynb) |
| **TESTAB_DEMO_OPENAI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TESTAB_DEMO_OPENAI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TESTAB_DEMO_OPENAI.ipynb) |
| **TINKER_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TINKER_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TINKER_DEMO.ipynb) |
| **TITAN_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TITAN_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TITAN_DEMO.ipynb) |
| **TOGETHERAI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TOGETHERAI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TOGETHERAI_DEMO.ipynb) |
| **TOON_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TOON_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TOON_LLM.ipynb) |
| **TOP10LANG_NAT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TOP10LANG_NAT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TOP10LANG_NAT_DEMO.ipynb) |
| **TOP10PYLIB_FOR_GAI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TOP10PYLIB_FOR_GAI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TOP10PYLIB_FOR_GAI.ipynb) |
| **TPU_AI_DEMODEC2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TPU_AI_DEMODEC2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TPU_AI_DEMODEC2025.ipynb) |
| **TPU_Demo_with_JAX_and_CNN.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TPU_Demo_with_JAX_and_CNN.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TPU_Demo_with_JAX_and_CNN.ipynb) |
| **TPU_GEMINI3_2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TPU_GEMINI3_2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TPU_GEMINI3_2025.ipynb) |
| **TPU_in_Colab_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TPU_in_Colab_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TPU_in_Colab_DEMO.ipynb) |
| **TPUs_in_Colab.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TPUs_in_Colab.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TPUs_in_Colab.ipynb) |
| **TRANSFOMER_APRIL2025_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TRANSFOMER_APRIL2025_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TRANSFOMER_APRIL2025_DEMO.ipynb) |
| **TRANSFORMER_REASONING_MODEL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TRANSFORMER_REASONING_MODEL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TRANSFORMER_REASONING_MODEL.ipynb) |
| **TRANSLATOR.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TRANSLATOR.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TRANSLATOR.ipynb) |
| **TRANSLATOR_ENG.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TRANSLATOR_ENG.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TRANSLATOR_ENG.ipynb) |
| **TRAVEL_ASI_DEMO_GPT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TRAVEL_ASI_DEMO_GPT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TRAVEL_ASI_DEMO_GPT.ipynb) |
| **TRAVEL_MISTRAL_API_TUTORIAL_MISTRALARGE.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TRAVEL_MISTRAL_API_TUTORIAL_MISTRALARGE.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TRAVEL_MISTRAL_API_TUTORIAL_MISTRALARGE.ipynb) |
| **TRAVEL_MISTRAL_API_TUTORIAL_MISTRALLARGE.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TRAVEL_MISTRAL_API_TUTORIAL_MISTRALLARGE.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TRAVEL_MISTRAL_API_TUTORIAL_MISTRALLARGE.ipynb) |
| **TRAVEL_MISTRAL_API_TUTORIAL_MISTRALSMALL3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TRAVEL_MISTRAL_API_TUTORIAL_MISTRALSMALL3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TRAVEL_MISTRAL_API_TUTORIAL_MISTRALSMALL3.ipynb) |
| **TRAVEL_MISTRAL_API_TUTORIAL_MISTRALSMALL3DOT1.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TRAVEL_MISTRAL_API_TUTORIAL_MISTRALSMALL3DOT1.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TRAVEL_MISTRAL_API_TUTORIAL_MISTRALSMALL3DOT1.ipynb) |
| **TR_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TR_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TR_DEMO.ipynb) |
| **TTPA_EXA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TTPA_EXA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TTPA_EXA.ipynb) |
| **Test_Latency_and_Tokens_sec.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Test_Latency_and_Tokens_sec.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Test_Latency_and_Tokens_sec.ipynb) |
| **Time_Dependent_Schrödinger_Equation_Description_with_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Time_Dependent_Schrödinger_Equation_Description_with_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Time_Dependent_Schrödinger_Equation_Description_with_LLM.ipynb) |
| **TineTunning_Testing_For_AviationQADataset_.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TineTunning_Testing_For_AviationQADataset_.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TineTunning_Testing_For_AviationQADataset_.ipynb) |
| **ToolOrchestra_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ToolOrchestra_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ToolOrchestra_DEMO.ipynb) |
| **TopAIConcepts.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TopAIConcepts.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TopAIConcepts.ipynb) |
| **Training_Smart.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Training_Smart.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Training_Smart.ipynb) |
| **TransformerCourse.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TransformerCourse.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TransformerCourse.ipynb) |
| **TransformerLibrary_Linkedin_Project_4_mistral_v2_7b_finetunning.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TransformerLibrary_Linkedin_Project_4_mistral_v2_7b_finetunning.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TransformerLibrary_Linkedin_Project_4_mistral_v2_7b_finetunning.ipynb) |
| **UDOCKER_NAT_GPU_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/UDOCKER_NAT_GPU_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/UDOCKER_NAT_GPU_DEMO.ipynb) |
| **UFTF.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/UFTF.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/UFTF.ipynb) |
| **UFTF_LLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/UFTF_LLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/UFTF_LLM.ipynb) |
| **UFTF_LLM_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/UFTF_LLM_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/UFTF_LLM_POC.ipynb) |
| **UFTF_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/UFTF_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/UFTF_POC.ipynb) |
| **V21_vjepa_gemini3_H2E.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/V21_vjepa_gemini3_H2E.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/V21_vjepa_gemini3_H2E.ipynb) |
| **VERTEXAI_DEMO_DEC2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/VERTEXAI_DEMO_DEC2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/VERTEXAI_DEMO_DEC2025.ipynb) |
| **VISCUNA_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/VISCUNA_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/VISCUNA_DEMO.ipynb) |
| **VJEPA2_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/VJEPA2_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/VJEPA2_DEMO.ipynb) |
| **VJEPA_NEMO_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/VJEPA_NEMO_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/VJEPA_NEMO_DEMO.ipynb) |
| **VL_JEPA_Flight_Intelligence_System.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/VL_JEPA_Flight_Intelligence_System.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/VL_JEPA_Flight_Intelligence_System.ipynb) |
| **V_JEPA_DEMO_JUL2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/V_JEPA_DEMO_JUL2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/V_JEPA_DEMO_JUL2025.ipynb) |
| **V_JEPA_DEMO_JUN2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/V_JEPA_DEMO_JUN2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/V_JEPA_DEMO_JUN2025.ipynb) |
| **VertexAI_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/VertexAI_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/VertexAI_DEMO.ipynb) |
| **Vertex_AI_SDK.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Vertex_AI_SDK.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Vertex_AI_SDK.ipynb) |
| **Vertex_AI_SDK_GPU.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Vertex_AI_SDK_GPU.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Vertex_AI_SDK_GPU.ipynb) |
| **Virtuoso_lambda_cloud.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Virtuoso_lambda_cloud.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Virtuoso_lambda_cloud.ipynb) |
| **WFO_ANALYSIS_BTC_py.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/WFO_ANALYSIS_BTC_py.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/WFO_ANALYSIS_BTC_py.ipynb) |
| **WFO_BOT_CRYPTO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/WFO_BOT_CRYPTO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/WFO_BOT_CRYPTO.ipynb) |
| **WFO_BOT_CRYPTO_medium.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/WFO_BOT_CRYPTO_medium.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/WFO_BOT_CRYPTO_medium.ipynb) |
| **WM_DEMO_DEC2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/WM_DEMO_DEC2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/WM_DEMO_DEC2025.ipynb) |
| **Waypoint_FTDEMO_Mistral_7B_Instruct_v0_2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Waypoint_FTDEMO_Mistral_7B_Instruct_v0_2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Waypoint_FTDEMO_Mistral_7B_Instruct_v0_2.ipynb) |
| **agent_design_patterns_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/agent_design_patterns_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/agent_design_patterns_demo.ipynb) |
| **agent_design_patterns_demo_magistral.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/agent_design_patterns_demo_magistral.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/agent_design_patterns_demo_magistral.ipynb) |
| **agent_mistral_banking_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/agent_mistral_banking_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/agent_mistral_banking_demo.ipynb) |
| **agent_mistral_demo_aviation.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/agent_mistral_demo_aviation.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/agent_mistral_demo_aviation.ipynb) |
| **agent_mistral_medical_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/agent_mistral_medical_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/agent_mistral_medical_demo.ipynb) |
| **agenticAI_AIagents_examples.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/agenticAI_AIagents_examples.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/agenticAI_AIagents_examples.ipynb) |
| **agentic_project.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/agentic_project.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/agentic_project.ipynb) |
| **agentsframework_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/agentsframework_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/agentsframework_demo.ipynb) |
| **ai_agent_tutorial_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ai_agent_tutorial_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ai_agent_tutorial_demo.ipynb) |
| **airlineGPT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/airlineGPT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/airlineGPT.ipynb) |
| **aisuite_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/aisuite_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/aisuite_demo.ipynb) |
| **aitutorials_custom_b747.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/aitutorials_custom_b747.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/aitutorials_custom_b747.ipynb) |
| **bloomz_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/bloomz_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/bloomz_DEMO.ipynb) |
| **boeing_poc_agentai_predict_maintance.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/boeing_poc_agentai_predict_maintance.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/boeing_poc_agentai_predict_maintance.ipynb) |
| **claude4_5_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/claude4_5_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/claude4_5_demo.ipynb) |
| **claude4_aiagent_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/claude4_aiagent_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/claude4_aiagent_demo.ipynb) |
| **claude4_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/claude4_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/claude4_demo.ipynb) |
| **claude_3_7_sonnet_BTA.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/claude_3_7_sonnet_BTA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/claude_3_7_sonnet_BTA.ipynb) |
| **cmapss-text.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/cmapss-text.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/cmapss-text.ipynb) |
| **cmapss.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/cmapss.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/cmapss.ipynb) |
| **codeLLama_and_LLama.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/codeLLama_and_LLama.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/codeLLama_and_LLama.ipynb) |
| **codex_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/codex_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/codex_demo.ipynb) |
| **crypto_models.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/crypto_models.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/crypto_models.ipynb) |
| **cv2023.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/cv2023.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/cv2023.ipynb) |
| **deepseekR1_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/deepseekR1_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/deepseekR1_demo.ipynb) |
| **deepseek_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/deepseek_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/deepseek_DEMO.ipynb) |
| **deepseek_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/deepseek_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/deepseek_demo.ipynb) |
| **deepseek_text2sql.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/deepseek_text2sql.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/deepseek_text2sql.ipynb) |
| **deepseekr1_aiagent_smolagent_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/deepseekr1_aiagent_smolagent_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/deepseekr1_aiagent_smolagent_demo.ipynb) |
| **deepseekr1_api_demo_june2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/deepseekr1_api_demo_june2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/deepseekr1_api_demo_june2025.ipynb) |
| **demo_RL4VLMipynb.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/demo_RL4VLMipynb.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/demo_RL4VLMipynb.ipynb) |
| **demo_alignment.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/demo_alignment.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/demo_alignment.ipynb) |
| **demo_ml_2025_final.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/demo_ml_2025_final.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/demo_ml_2025_final.ipynb) |
| **demo_supervision.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/demo_supervision.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/demo_supervision.ipynb) |
| **distillation_openai_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/distillation_openai_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/distillation_openai_demo.ipynb) |
| **dogbreed.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/dogbreed.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/dogbreed.ipynb) |
| **fermat.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/fermat.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/fermat.ipynb) |
| **final_veo_video_generation_demo_.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/final_veo_video_generation_demo_.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/final_veo_video_generation_demo_.ipynb) |
| **fine_tune_squad_mistral_sagemaker_jumpstart.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/fine_tune_squad_mistral_sagemaker_jumpstart.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/fine_tune_squad_mistral_sagemaker_jumpstart.ipynb) |
| **fine_tuning_phi4_vision-Enhancing.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/fine_tuning_phi4_vision-Enhancing.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/fine_tuning_phi4_vision-Enhancing.ipynb) |
| **fine_tuning_phi4_vision.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/fine_tuning_phi4_vision.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/fine_tuning_phi4_vision.ipynb) |
| **finetune_deepseek_tourism.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/finetune_deepseek_tourism.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/finetune_deepseek_tourism.ipynb) |
| **first_order_model_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/first_order_model_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/first_order_model_demo.ipynb) |
| **fp_routes_waypoints.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/fp_routes_waypoints.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/fp_routes_waypoints.ipynb) |
| **fuzzyLLM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/fuzzyLLM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/fuzzyLLM.ipynb) |
| **gemini2dot0_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/gemini2dot0_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/gemini2dot0_demo.ipynb) |
| **gemini_finetune_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/gemini_finetune_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/gemini_finetune_demo.ipynb) |
| **gemini_ft_vertexai_tutorial.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/gemini_ft_vertexai_tutorial.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/gemini_ft_vertexai_tutorial.ipynb) |
| **gemma_3_1b_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/gemma_3_1b_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/gemma_3_1b_demo.ipynb) |
| **gemma_3n_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/gemma_3n_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/gemma_3n_demo.ipynb) |
| **gpt_4o_OPENAI_API_TUTORIAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/gpt_4o_OPENAI_API_TUTORIAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/gpt_4o_OPENAI_API_TUTORIAL.ipynb) |
| **gpt_4o_openai_api_tutorial.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/gpt_4o_openai_api_tutorial.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/gpt_4o_openai_api_tutorial.ipynb) |
| **gpt_oss_20btomistral_distill_V2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/gpt_oss_20btomistral_distill_V2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/gpt_oss_20btomistral_distill_V2.ipynb) |
| **gptvisionapi-final.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/gptvisionapi-final.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/gptvisionapi-final.ipynb) |
| **gptvisionapi_complete.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/gptvisionapi_complete.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/gptvisionapi_complete.ipynb) |
| **graph_VECTOR_RAG_HYBRID_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/graph_VECTOR_RAG_HYBRID_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/graph_VECTOR_RAG_HYBRID_DEMO.ipynb) |
| **graphic_rAI_mermaid.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/graphic_rAI_mermaid.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/graphic_rAI_mermaid.ipynb) |
| **gretelai.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/gretelai.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/gretelai.ipynb) |
| **grpo_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/grpo_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/grpo_demo.ipynb) |
| **h2e_vjepa2_claude.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/h2e_vjepa2_claude.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/h2e_vjepa2_claude.ipynb) |
| **h2e_vjepa2_claude4dot7.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/h2e_vjepa2_claude4dot7.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/h2e_vjepa2_claude4dot7.ipynb) |
| **h2e_vjepa2_gemini3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/h2e_vjepa2_gemini3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/h2e_vjepa2_gemini3.ipynb) |
| **iSnkhorn_Knopp_algorithm.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/iSnkhorn_Knopp_algorithm.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/iSnkhorn_Knopp_algorithm.ipynb) |
| **keras_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/keras_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/keras_demo.ipynb) |
| **kimi_dev_72b_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/kimi_dev_72b_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/kimi_dev_72b_demo.ipynb) |
| **lambda_api_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/lambda_api_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/lambda_api_demo.ipynb) |
| **langchain_CLAUDE3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/langchain_CLAUDE3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/langchain_CLAUDE3.ipynb) |
| **langchain_GPT4.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/langchain_GPT4.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/langchain_GPT4.ipynb) |
| **langchain_MISTRAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/langchain_MISTRAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/langchain_MISTRAL.ipynb) |
| **langchain_MISTRAL_API.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/langchain_MISTRAL_API.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/langchain_MISTRAL_API.ipynb) |
| **langchain_opensourceLLM_mistral7B_openai.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/langchain_opensourceLLM_mistral7B_openai.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/langchain_opensourceLLM_mistral7B_openai.ipynb) |
| **langgraph_demo_claude.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/langgraph_demo_claude.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/langgraph_demo_claude.ipynb) |
| **lefm_lib.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/lefm_lib.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/lefm_lib.ipynb) |
| **llama_tuning.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/llama_tuning.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/llama_tuning.ipynb) |
| **magistral_gpt4_aai_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/magistral_gpt4_aai_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/magistral_gpt4_aai_demo.ipynb) |
| **medicine_aai_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/medicine_aai_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/medicine_aai_demo.ipynb) |
| **mistral_agent_drugdiscovery_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mistral_agent_drugdiscovery_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mistral_agent_drugdiscovery_demo.ipynb) |
| **mistral_agent_predictive_Maintenance.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mistral_agent_predictive_Maintenance.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mistral_agent_predictive_Maintenance.ipynb) |
| **mistral_agent_routeoptimization_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mistral_agent_routeoptimization_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mistral_agent_routeoptimization_demo.ipynb) |
| **mistral_agent_traveltourism_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mistral_agent_traveltourism_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mistral_agent_traveltourism_demo.ipynb) |
| **mistral_aoc_demo_june2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mistral_aoc_demo_june2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mistral_aoc_demo_june2025.ipynb) |
| **mistral_cmapss.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mistral_cmapss.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mistral_cmapss.ipynb) |
| **mistral_document_understanding_modification.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mistral_document_understanding_modification.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mistral_document_understanding_modification.ipynb) |
| **mistral_finetune_7b.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mistral_finetune_7b.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mistral_finetune_7b.ipynb) |
| **mistral_rag_pgvector.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mistral_rag_pgvector.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mistral_rag_pgvector.ipynb) |
| **mistral_test.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mistral_test.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mistral_test.ipynb) |
| **mistral_test_AWS.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mistral_test_AWS.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mistral_test_AWS.ipynb) |
| **mmlu_eval_openai.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mmlu_eval_openai.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mmlu_eval_openai.ipynb) |
| **model_load_work_transformer_demo_fp.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/model_load_work_transformer_demo_fp.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/model_load_work_transformer_demo_fp.ipynb) |
| **multi_GPU_computing.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/multi_GPU_computing.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/multi_GPU_computing.ipynb) |
| **multi_GPU_computing_2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/multi_GPU_computing_2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/multi_GPU_computing_2.ipynb) |
| **multi_GPU_computing_lambda_ai_cloud.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/multi_GPU_computing_lambda_ai_cloud.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/multi_GPU_computing_lambda_ai_cloud.ipynb) |
| **multi_GPU_computing_lambda_ai_gemini.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/multi_GPU_computing_lambda_ai_gemini.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/multi_GPU_computing_lambda_ai_gemini.ipynb) |
| **multi_agent_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/multi_agent_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/multi_agent_demo.ipynb) |
| **myknn.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/myknn.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/myknn.ipynb) |
| **mysurya.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/mysurya.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/mysurya.ipynb) |
| **nemo_ft_tutorial.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/nemo_ft_tutorial.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/nemo_ft_tutorial.ipynb) |
| **nemo_llama3_ft_tutorial.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/nemo_llama3_ft_tutorial.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/nemo_llama3_ft_tutorial.ipynb) |
| **new-H2E_CLIMAT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/new-H2E_CLIMAT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/new-H2E_CLIMAT.ipynb) |
| **ollama_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ollama_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ollama_demo.ipynb) |
| **ollama_demo_openai_gpt_oss120b.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ollama_demo_openai_gpt_oss120b.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ollama_demo_openai_gpt_oss120b.ipynb) |
| **ollama_demo_openai_gpt_oss20b.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ollama_demo_openai_gpt_oss20b.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ollama_demo_openai_gpt_oss20b.ipynb) |
| **omnilingual_asr_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/omnilingual_asr_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/omnilingual_asr_demo.ipynb) |
| **opeanai_aws_integration.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/opeanai_aws_integration.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/opeanai_aws_integration.ipynb) |
| **openAI_RESPONSIBLE_API_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/openAI_RESPONSIBLE_API_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/openAI_RESPONSIBLE_API_DEMO.ipynb) |
| **openai_agent_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/openai_agent_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/openai_agent_demo.ipynb) |
| **openai_mistral_test_disitll.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/openai_mistral_test_disitll.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/openai_mistral_test_disitll.ipynb) |
| **openai_pgvector_helloworld_FrankMorales_version.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/openai_pgvector_helloworld_FrankMorales_version.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/openai_pgvector_helloworld_FrankMorales_version.ipynb) |
| **openai_pgvector_helloworld_FrankMorales_version_model_gpt-3.5-turbo-0613.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/openai_pgvector_helloworld_FrankMorales_version_model_gpt-3.5-turbo-0613.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/openai_pgvector_helloworld_FrankMorales_version_model_gpt-3.5-turbo-0613.ipynb) |
| **openai_pgvector_helloworld_FrankMorales_version_model_gpt-4-0613.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/openai_pgvector_helloworld_FrankMorales_version_model_gpt-4-0613.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/openai_pgvector_helloworld_FrankMorales_version_model_gpt-4-0613.ipynb) |
| **openai_postgresql.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/openai_postgresql.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/openai_postgresql.ipynb) |
| **openr1_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/openr1_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/openr1_demo.ipynb) |
| **part3_neural_network_mnist_data_with_rotations.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/part3_neural_network_mnist_data_with_rotations.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/part3_neural_network_mnist_data_with_rotations.ipynb) |
| **perplexity_ai_example.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/perplexity_ai_example.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/perplexity_ai_example.ipynb) |
| **personaplex_7b_v1.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/personaplex_7b_v1.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/personaplex_7b_v1.ipynb) |
| **phi4_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/phi4_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/phi4_demo.ipynb) |
| **plot_loss.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/plot_loss.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/plot_loss.ipynb) |
| **poc_deepseek_alignment.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/poc_deepseek_alignment.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/poc_deepseek_alignment.ipynb) |
| **poc_new.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/poc_new.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/poc_new.ipynb) |
| **proteomics_aiagent_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/proteomics_aiagent_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/proteomics_aiagent_demo.ipynb) |
| **pytorch_tpu_starter_mistral_training.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/pytorch_tpu_starter_mistral_training.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/pytorch_tpu_starter_mistral_training.ipynb) |
| **qwen3_max_POC.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/qwen3_max_POC.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/qwen3_max_POC.ipynb) |
| **qwen3tomistral_distill_V2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/qwen3tomistral_distill_V2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/qwen3tomistral_distill_V2.ipynb) |
| **rag_fusion_main_GPT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/rag_fusion_main_GPT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/rag_fusion_main_GPT.ipynb) |
| **rag_fusion_pipeline_PostgreSQL_FM.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/rag_fusion_pipeline_PostgreSQL_FM.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/rag_fusion_pipeline_PostgreSQL_FM.ipynb) |
| **read_agent_demo_GPT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/read_agent_demo_GPT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/read_agent_demo_GPT.ipynb) |
| **run_mmlu-GEMINI-GPT.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/run_mmlu-GEMINI-GPT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/run_mmlu-GEMINI-GPT.ipynb) |
| **run_mmlu-GPT4-GEMINI-MISTRAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/run_mmlu-GPT4-GEMINI-MISTRAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/run_mmlu-GPT4-GEMINI-MISTRAL.ipynb) |
| **run_mmlu-GPT4.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/run_mmlu-GPT4.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/run_mmlu-GPT4.ipynb) |
| **run_mmlu.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/run_mmlu.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/run_mmlu.ipynb) |
| **run_mmlu_GPT4_GEMINI_MISTRAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/run_mmlu_GPT4_GEMINI_MISTRAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/run_mmlu_GPT4_GEMINI_MISTRAL.ipynb) |
| **safeguard_ai_virtual_assistant_notebook.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/safeguard_ai_virtual_assistant_notebook.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/safeguard_ai_virtual_assistant_notebook.ipynb) |
| **self_attention_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/self_attention_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/self_attention_demo.ipynb) |
| **space_travel_demo_MISTRAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/space_travel_demo_MISTRAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/space_travel_demo_MISTRAL.ipynb) |
| **space_travel_demo_MISTRAL_E2M.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/space_travel_demo_MISTRAL_E2M.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/space_travel_demo_MISTRAL_E2M.ipynb) |
| **space_travel_demo_deepseek.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/space_travel_demo_deepseek.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/space_travel_demo_deepseek.ipynb) |
| **space_travel_demo_deepseek_EARTH_TO_MOON.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/space_travel_demo_deepseek_EARTH_TO_MOON.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/space_travel_demo_deepseek_EARTH_TO_MOON.ipynb) |
| **space_travel_demo_openai.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/space_travel_demo_openai.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/space_travel_demo_openai.ipynb) |
| **stable_diffusion.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/stable_diffusion.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/stable_diffusion.ipynb) |
| **switti_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/switti_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/switti_demo.ipynb) |
| **t2sql_agent_llm.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/t2sql_agent_llm.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/t2sql_agent_llm.ipynb) |
| **temperature_with_OPENAI_API.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/temperature_with_OPENAI_API.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/temperature_with_OPENAI_API.ipynb) |
| **test.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/test.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/test.ipynb) |
| **test_disitll.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/test_disitll.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/test_disitll.ipynb) |
| **tf2024_200EPOCH.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/tf2024_200EPOCH.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/tf2024_200EPOCH.ipynb) |
| **time_series_exploratory_data_analysis_in_python.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/time_series_exploratory_data_analysis_in_python.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/time_series_exploratory_data_analysis_in_python.ipynb) |
| **time_series_transformers.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/time_series_transformers.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/time_series_transformers.ipynb) |
| **torchtune-MISTRAL.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/torchtune-MISTRAL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/torchtune-MISTRAL.ipynb) |
| **torchtune.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/torchtune.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/torchtune.ipynb) |
| **transformer.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/transformer.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/transformer.ipynb) |
| **transformer_2024_torch_tensorflow.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/transformer_2024_torch_tensorflow.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/transformer_2024_torch_tensorflow.ipynb) |
| **transformer_TRANSLATOR.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/transformer_TRANSLATOR.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/transformer_TRANSLATOR.ipynb) |
| **transformer_demo_fp.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/transformer_demo_fp.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/transformer_demo_fp.ipynb) |
| **transformer_from_scratch.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/transformer_from_scratch.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/transformer_from_scratch.ipynb) |
| **transformer_tutorial_fp.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/transformer_tutorial_fp.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/transformer_tutorial_fp.ipynb) |
| **transformermodel.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/transformermodel.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/transformermodel.ipynb) |
| **transformers2025_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/transformers2025_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/transformers2025_demo.ipynb) |
| **trickGemini_2_5_Flash_Flight_Planner_AI.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/trickGemini_2_5_Flash_Flight_Planner_AI.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/trickGemini_2_5_Flash_Flight_Planner_AI.ipynb) |
| **upload_model_GNN_T2SQLipynb.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/upload_model_GNN_T2SQLipynb.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/upload_model_GNN_T2SQLipynb.ipynb) |
| **upload_model_hf.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/upload_model_hf.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/upload_model_hf.ipynb) |
| **upload_model_hf_Mistral_7B-text-to-sql-flash-attention-2.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/upload_model_hf_Mistral_7B-text-to-sql-flash-attention-2.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/upload_model_hf_Mistral_7B-text-to-sql-flash-attention-2.ipynb) |
| **veo2_video_generation_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/veo2_video_generation_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/veo2_video_generation_demo.ipynb) |
| **videoprism_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/videoprism_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/videoprism_demo.ipynb) |
| **vjepa_gemini_H2E.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/vjepa_gemini_H2E.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/vjepa_gemini_H2E.ipynb) |

---
*Alternatively, you can inspect the complete dynamic structure tree via the [MLxDL Repository Directory](https://nbviewer.org/github/frank-morales2020/MLxDL/tree/main/).*

---

## 🧪 Biomedicine & Structural Bioinformatics

| Notebook File | Live Render (Instant View) | Open in Cloud |
| :--- | :---: | :---: |
| **FINAL_AlphaFold2_DEEPSEEK.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/FINAL_AlphaFold2_DEEPSEEK.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/FINAL_AlphaFold2_DEEPSEEK.ipynb) |
| **ALPHAFOLD3_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ALPHAFOLD3_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ALPHAFOLD3_DEMO.ipynb) |
| **ALPHAFOLD3_GEMINI3.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/ALPHAFOLD3_GEMINI3.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/ALPHAFOLD3_GEMINI3.ipynb) |
| **DEEPSEEKV3DOT1_proteinfold_AIAGENT_DEMO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/DEEPSEEKV3DOT1_proteinfold_AIAGENT_DEMO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/DEEPSEEKV3DOT1_proteinfold_AIAGENT_DEMO.ipynb) |
| **proteomics_aiagent_demo.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/proteomics_aiagent_demo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/proteomics_aiagent_demo.ipynb) |
| **AGENT_DEMO_Neoantigen_Selection.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/AGENT_DEMO_Neoantigen_Selection.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/AGENT_DEMO_Neoantigen_Selection.ipynb) |

---

## 📈 Quantitative Finance & Trading Automations

| Notebook File | Live Render (Instant View) | Open in Cloud |
| :--- | :---: | :---: |
| **WFO_BOT_CRYPTO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/WFO_BOT_CRYPTO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/WFO_BOT_CRYPTO.ipynb) |
| **WFO_ANALYSIS_BTC_py.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/WFO_ANALYSIS_BTC_py.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/WFO_ANALYSIS_BTC_py.ipynb) |
| **BTC_13Y_DB_CRYPTO.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BTC_13Y_DB_CRYPTO.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BTC_13Y_DB_CRYPTO.ipynb) |
| **MSFT_CREWAI_DEEPSEEK_FINANCE_STOCK2025.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MSFT_CREWAI_DEEPSEEK_FINANCE_STOCK2025.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MSFT_CREWAI_DEEPSEEK_FINANCE_STOCK2025.ipynb) |
| **Candlestick_Plotting_Function.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/Candlestick_Plotting_Function.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/Candlestick_Plotting_Function.ipynb) |

---

## 🎛️ Silicon Orchestration & Cloud TPU Cluster Compilations

| Notebook File | Live Render (Instant View) | Open in Cloud |
| :--- | :---: | :---: |
| **TPUs_in_Colab.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TPUs_in_Colab.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TPUs_in_Colab.ipynb) |
| **TPU_Demo_with_JAX_and_CNN.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/TPU_Demo_with_JAX_and_CNN.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/TPU_Demo_with_JAX_and_CNN.ipynb) |
| **BERT_Text_Classification_on_GLUE_on_TPU_using_Jax_Flax___mdda.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/BERT_Text_Classification_on_GLUE_on_TPU_using_Jax_Flax___mdda.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/BERT_Text_Classification_on_GLUE_on_TPU_using_Jax_Flax___mdda.ipynb) |
| **MISTRAL_FINETUNE_TPU_COLAB.ipynb** | [![View with NBViewer](https://img.shields.io/badge/Render-NBViewer-orange.svg)](https://nbviewer.org/github/frank-morales2020/MLxDL/blob/main/MISTRAL_FINETUNE_TPU_COLAB.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/frank-morales2020/MLxDL/blob/main/MISTRAL_FINETUNE_TPU_COLAB.ipynb) |

---
*Alternatively, browse the entire workspace structural tree dynamically via the complete [MLxDL NBViewer Index Hub](https://nbviewer.org/github/frank-morales2020/MLxDL/tree/main/).*

## 📦 Published Models on Hugging Face (47 total)

All models are fine-tuned using notebooks in this repo (LoRA/PEFT, flash-attention, GGUF conversions, distillation). Primarily based on Mistral-7B, Llama-3.x, DeepSeek, etc.

Full profile: [https://huggingface.co/frankmorales2020](https://huggingface.co/frankmorales2020) (sorted by recently updated)

### Classification by Domain – Expand for Full List

<details>
<summary>1. Text-to-SQL / Database Query Generation (~13 models)</summary>

- [Mistral-7B-text-to-sql](https://huggingface.co/frankmorales2020/Mistral-7B-text-to-sql)
- [Mistral-7B-text-to-sql-flash-attention-2](https://huggingface.co/frankmorales2020/Mistral-7B-text-to-sql-flash-attention-2)
- [Mistral-7B-text-to-sql-without-flash-attention-2](https://huggingface.co/frankmorales2020/Mistral-7B-text-to-sql-without-flash-attention-2)
- [Mistral-7B-text-to-sql-flash-attention-2-dataeval](https://huggingface.co/frankmorales2020/Mistral-7B-text-to-sql-flash-attention-2-dataeval)
- [Mistral-7B-text-to-sql-flash-attention-2-FAISS](https://huggingface.co/frankmorales2020/Mistral-7B-text-to-sql-flash-attention-2-FAISS)
- [Mistral-7B-text-to-sql-flash-attention-2-FAISS-10epoch](https://huggingface.co/frankmorales2020/Mistral-7B-text-to-sql-flash-attention-2-FAISS-10epoch)
- [Mistral-7B-text-to-sql-flash-attention-2-FAISS-NEWPOC](https://huggingface.co/frankmorales2020/Mistral-7B-text-to-sql-flash-attention-2-FAISS-NEWPOC)
- [Meta-Llama-3-8B-text-to-sql-flash-attention-2](https://huggingface.co/frankmorales2020/Meta-Llama-3-8B-text-to-sql-flash-attention-2)
- [deepseek-llm-7b-base-spider](https://huggingface.co/frankmorales2020/deepseek-llm-7b-base-spider)
- [deepseek_r1_text2sql_finetuned](https://huggingface.co/frankmorales2020/deepseek_r1_text2sql_finetuned)
- [Mistral-7B-text-to-RLHF](https://huggingface.co/frankmorales2020/Mistral-7B-text-to-RLHF)
- Related variants/experiments

Related notebooks: `AGENTIC_T2SQL_DEMO.ipynb`, `FineTuning_LLM-Mistral-7B...text-to-SQL.ipynb`

</details>

<details>
<summary>2. Aviation / Flight Planning (~6 models)</summary>

- [Mistral-7B-v0.1_AviationQA](https://huggingface.co/frankmorales2020/Mistral-7B-v0.1_AviationQA)
- [Meta-Llama-3-8B_AviationQA-cosine](https://huggingface.co/frankmorales2020/Meta-Llama-3-8B_AviationQA-cosine)
- [FlightPlan_Transformer_LLM](https://huggingface.co/frankmorales2020/FlightPlan_Transformer_LLM)
- [FlightPlan_Transformer_LLM_1GPU_Colab](https://huggingface.co/frankmorales2020/FlightPlan_Transformer_LLM_1GPU_Colab)
- [flight_plan_waypoints_finetuned](https://huggingface.co/frankmorales2020/flight_plan_waypoints_finetuned)
- Llama-3.1 orchestrator variants tied to aviation reasoning

Related notebooks: Aviation fine-tune scripts, waypoint processing

Dataset: [flight_plan_waypoints](https://huggingface.co/datasets/frankmorales2020/flight_plan_waypoints)

</details>

<details>
<summary>3. Medical / Biomedical QA (~8 models)</summary>

- [Mistral-7B-v0.1_MedmcQA](https://huggingface.co/frankmorales2020/Mistral-7B-v0.1_MedmcQA)
- [Mistral-7B-v0.1_McGill-MEDAL](https://huggingface.co/frankmorales2020/Mistral-7B-v0.1_McGill-MEDAL)
- [Meta-Llama-3-8B-MEDAL-flash-attention-2](https://huggingface.co/frankmorales2020/Meta-Llama-3-8B-MEDAL-flash-attention-2)
- [Meta-Llama-3-8B-MEDAL-flash-attention-2-cosine](https://huggingface.co/frankmorales2020/Meta-Llama-3-8B-MEDAL-flash-attention-2-cosine)
- [NEW-Meta-Llama-3-8B-MEDAL-flash-attention-2-cosine-evaldata](https://huggingface.co/frankmorales2020/NEW-Meta-Llama-3-8B-MEDAL-flash-attention-2-cosine-evaldata)
- [POC-Meta-Llama-3-8B-MEDAL-flash-attention-2-cosine-evaldata](https://huggingface.co/frankmorales2020/POC-Meta-Llama-3-8B-MEDAL-flash-attention-2-cosine-evaldata)
- [2025-Meta-Llama-3-8B-MEDAL-flash-attention-2-cosine](https://huggingface.co/frankmorales2020/2025-Meta-Llama-3-8B-MEDAL-flash-attention-2-cosine)
- Dated variants (e.g., 11 APRIL 2025, 07 MAY 2025)

Related notebooks: `FineTuning_Llama3_MEDAL.ipynb`, `AAI_MEDICAL_DEEPSEEK.ipynb`

</details>

<details>
<summary>4. Cryptocurrency / BTC Expert (~3 models)</summary>

- [Mistral-7B-BTC-Expert](https://huggingface.co/frankmorales2020/Mistral-7B-BTC-Expert)
- [Mistral-7B-BTC-JEPA-LLM-Expert](https://huggingface.co/frankmorales2020/Mistral-7B-BTC-JEPA-LLM-Expert)
- Related expert/distilled variants

Related notebooks: `BTC_AAI_LLM_BOT.ipynb`, `FINAL_LLM_JEPA_MISTRAL_FT_BTC.ipynb`

</details>

<details>
<summary>5. Other Specialized Domains (~17 models)</summary>

- [Voxtral-Mini-4B-H2E-FineTune](https://huggingface.co/frankmorales2020/Voxtral-Mini-4B-H2E-FineTune) – Speech
- [Mistral-7B-Philosophy-H2E](https://huggingface.co/frankmorales2020/Mistral-7B-Philosophy-H2E) – Philosophy
- [akkadian-to-english-translator](https://huggingface.co/frankmorales2020/akkadian-to-english-translator)
- [kkadian-to-spanish-translator](https://huggingface.co/frankmorales2020/kkadian-to-spanish-translator)
- [Llama-3.1-8B-Orchestrator-GGUF](https://huggingface.co/frankmorales2020/Llama-3.1-8B-Orchestrator-GGUF)
- [unsloth-DeepSeek-R1-Distill-Llama-8B-mental_health_counseling](https://huggingface.co/frankmorales2020/unsloth-DeepSeek-R1-Distill-Llama-8B-mental_health_counseling) – Mental Health
- [Mistral-7B-v0.1_Emotion](https://huggingface.co/frankmorales2020/Mistral-7B-v0.1_Emotion)
- [lora_fine_tuned_phi-4_quantized_vision](https://huggingface.co/frankmorales2020/lora_fine_tuned_phi-4_quantized_vision)
- [torchtune-Llama-2-7b](https://huggingface.co/frankmorales2020/torchtune-Llama-2-7b)
- [my-awesome-setfit-model](https://huggingface.co/frankmorales2020/my-awesome-setfit-model)
- [bert-base-cased_fine_tuned_glue_cola](https://huggingface.co/frankmorales2020/bert-base-cased_fine_tuned_glue_cola)
- [mistral-7b-alpha-finetuned-llm-science-exam-tpu-colab-v6e-1](https://huggingface.co/frankmorales2020/mistral-7b-alpha-finetuned-llm-science-exam-tpu-colab-v6e-1)
- [gpt-oss-20b-multilingual-reasoner](https://huggingface.co/frankmorales2020/gpt-oss-20b-multilingual-reasoner)
- [mistral-7b-qwen-Next-80B-A3B-Instruct-distilled](https://huggingface.co/frankmorales2020/mistral-7b-qwen-Next-80B-A3B-Instruct-distilled)
- [mistral-7b-gpt-oss-20b-distilled](https://huggingface.co/frankmorales2020/mistral-7b-gpt-oss-20b-distilled)
- General/distillation/experimental variants (e.g., squad_alignment, dialogsum tests)

</details>

## 📂 Core Repository Structure & Top Impactful Notebooks

Many include **Open in Colab** buttons.

| Rank | Notebook                              | Description / Why Impactful                                                                 |
|------|---------------------------------------|---------------------------------------------------------------------------------------------|
| 1    | `JEPA_AGI_DEMO.ipynb`                 | Flagship World Models demo — latent predictive reasoning inspired by Yann LeCun.           |
| 2    | `AAI_10LEVEL_DEMO.ipynb`              | Roadmap for 10 levels of Agentic AI capability and complexity.                              |
| 3    | `DEEPSEEK_R1_DISTILL_QWEN_7B_COLAB.ipynb` | Distillation of reasoning capabilities into efficient models — trending for local use.     |
| 4    | `AGENTIC_T2SQL_DEMO.ipynb`            | Self-correcting Text-to-SQL agents with practical business utility.                         |
| 5    | `CAG_DeepSeek_Mistral_Gemini.ipynb`   | Cache-Augmented Generation (CAG) vs RAG comparisons across top models.                      |

Additional: `FineTuning_Llama3_MEDAL.ipynb`, `BTC_AAI_LLM_BOT.ipynb`, `H2E_Holonomic_Integration.ipynb`

## 🛠️ Tech Stack
- **Frameworks**: LangChain, LangGraph, CrewAI, Haystack, Hugging Face Transformers, PEFT/LoRA.
- **Models**: DeepSeek-V3/R1, Llama 3.x, Mistral, Claude, Gemini, Qwen.
- **Infrastructure**: Google Colab (GPU/TPU), AWS, PostgreSQL, ChromaDB/FAISS.

## 👨‍🔬 About the Author
**Frank Morales** — Former Boeing Associate Technical Fellow, SMIEEE, Global Top 10 Thought Leader in Agentic AI & Open Source. Founder & Lead AI Researcher at Sovereign Machine Lab Association (SOMALA).

- **Medium**: [AI Simplified in Plain English](https://medium.com/@frankmorales_91352)
- **Thinkers360**: [Profile](https://www.thinkers360.com/tl/profiles/view/25153)
- **LinkedIn**: [Frank Morales](https://www.linkedin.com/in/frank-morales1964/)

## 🤝 Contributing
Contributions welcome!
1. Fork the repo.
2. Create branch: `git checkout -b feature/AmazingFeature`
3. Commit: `git commit -m 'Add AmazingFeature'`
4. Push: `git push origin feature/AmazingFeature`
5. Open Pull Request.

## 📜 License
Distributed under the MIT License. See [LICENSE](LICENSE).

**"Moving from reactive capability to provable integrity."** — *The H2E Vision*

MLxDL

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