Multi Class Classification Python Packages

probatus

SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.

adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

imbalanced-ensemble

[NeurIPS'25]🛠️Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

napkinxc

Extremely simple and fast extreme multi-class and multi-label classifiers.

rank-preserving-calibration

Rank preserving calibration of multiclass prob.

milwrap

Wrapping single instance learning algorithms for fitting them to data for multiple instance learning