Search Packages

xaisuite

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

secml

A Python library for Secure and Explainable Machine Learning

gemex

GEMEX is a novel, model-agnostic Explainable AI (XAI) library grounded in Riemannian information geometry and differential geometry. It treats a trained model as defining a statistical manifold equipped with the Fisher Information Metric and derives all explanations from the intrinsic geometry of that manifold.

datatypical

Scientific Data Significance Rankings with Shapley Explanations

shapley-behaviors

Shapley value transformations for behavioral data analysis

torchprism

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

xrf

ExPLAINABLE rANDOM fORESTS (xrf)

cfai

A collection of algorithms of counterfactual explanations.