ML Training & Optimization

numpy-ml collects machine learning algorithms in NumPy, presented as an intentionally readable Python package.

pomegranate provides flexible probabilistic modeling tools and algorithms for Python users.

CatBoost provides open-source gradient boosting for decision trees with categorical feature support.