adaptive-classifier

(★ 568)

A flexible, adaptive classification system for dynamic text classification

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Download Latest Version (.zip)

- - publish.yml
  - test.yml
- - architecture.png
  - comparison.png
  - continuous-learning-workflow.png
- API.md
- integration_tests.md
- advanced_usage.py
- basic_usage.py
- multilabel_usage.py
- - config.json
  - tensors.safetensors
- benchmark_onnx.py
- benchmark_onnx_speedup.py
- eval_llmrouter_arena.py
- eval_llmrouter_classifier.py
- eval_strategic_classifier_adv_glue.py
- gen_llm_config_optimizer.py
- gen_llm_hallucination_detector.py
- requirements.txt
- - __init__.py
  - classifier.py
  - ewc.py
  - memory.py
  - models.py
  - multilabel.py
  - strategic.py
- __init__.py
- test_classifier.py
- test_confidence_consistency.py
- test_enterprise_classifiers_integration.py
- test_ewc.py
- test_memory.py
- test_multilabel.py
- test_new_class_accuracy_preservation.py
- test_onnx_phase1.py
- test_onnx_phase2.py
- test_order_independence.py
- test_reported_confidence_drop.py
- test_single_example_confidence.py
.gitignore
adaptive-classifier-logo.webp
CONTRIBUTING.md
LICENSE
pyproject.toml
README.md
requirements.txt
setup.py

# Installation Guide

1. Get the code

git clone https://github.com/codelion/adaptive-classifier

Downloads the entire project code from GitHub to your computer.

cd adaptive-classifier

Moves into the project folder you just downloaded.

2. Official Install Script

Easy Recommended

Prerequisites

Python 3 Python is required to use pip.

pip install adaptive-classifier

Installs the package published on PyPI directly — no need to clone the source.

pip install pytest pytest-cov pytest-randomly

Installs the package published on PyPI directly — no need to clone the source.

✅ After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.

Pulled directly from this repo's README.

3. Python

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.

pip install adaptive-classifier

Installs the package published on PyPI directly — no need to clone the source.

pip install -e .

Installs the Python libraries listed in requirements.txt (or similar).

pip install pytest pytest-cov pytest-randomly

Installs the package published on PyPI directly — no need to clone the source.

✅ If it runs without errors and prints output in the terminal, it worked.

Pulled directly from this repo's README.