Explainable Machine Learning Python Packages

secml

A Python library for Secure and Explainable Machine Learning

xaisuite

XAISuite: Train machine learning models, generate explanations, and compare different explanation systems with just a simple line of code.

datatypical

Scientific Data Significance Rankings with Shapley Explanations

torchprism

Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework

gemex

GEMEX: Geodesic Entropic Manifold Explainability — novel model-agnostic XAI grounded in Riemannian information geometry

shapley-behaviors

Explainable Pattern Recognition for Materials and Biomedical Data

xrf

ExPLAINABLE rANDOM fORESTS (xrf)

cfai

The package for counterfactual explanations on Pytorch platform