Machine-Learning

KO | EN

gitlite — search

#javascript #python #react #ai #llm #golang #go #android #deep-learning #macos #awesome #cli #awesome-list #security

Machine-Learning

(★ 16)

Machine Learning & Neural Network projects in Python

Machine-Learning Latest Version Download

Download Latest Version (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Machine Learning and Neural Networks
Different projects made for learning.

# Description
*Some projects will need some cleaning,*
*README will be updated as well.*
## Single-Layered Neural Networks
Go to files: [Single-Layered-ANN](https://github.com/bytesenseidk/Machine-Learning/tree/main/Single-Layerd-ANN)

**LowLevel_SLNN.ipynp:**
- Low level Single-Layer Neural Network
- Mathematical Symbols used in equations
- Learning Model Notes
- Iris Species Prediction:
- Load & Process Dataset
- Train & Predict Species
- Accumulate Accuracies
- Illustrate Species Distribution
- **Perceptron Training Model:**
    - Fit-Method
    - Convergence
    - Convenience Function
![Alt text](https://raw.githubusercontent.com/bytesenseidk/Machine-Learning/main/image-2.png)
- **Adaline (ADAptive LInear NEuron):**
    - Gradient Descent
    - Cost Function
    - Feature Scaling
    - Large-Scale Machine-Learning 
    - Stochastic Gradient Descent
![Alt text](https://raw.githubusercontent.com/bytesenseidk/Machine-Learning/main/image-1.png)

# Authors
[Byte Sensei](https://github.com/bytesenseidk)

# Version History
- 0.1:
    * Initial build
- 0.1.1:
    * Professionalize Project
# Licence
This project is licenced under the Mozilla Public License 2.0 - see the [LICENCE](https://github.com/bytesenseidk/Machine-Learning/blob/main/LICENCE) for details

Machine-Learning

Machine-Learning Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Machine-Learning

Machine-Learning Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Download README