explainability topic

Compute SHAP values for your tree-based models using the TreeSHAP algorithm

ModelOriented

CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations

ExplainableML

Interpretation of Isolation Forests

britojr

Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI

dmitrykazhdan

Interpretable Control Exploration and Counterfactual Explanation (ICE) on StyleGAN

prclibo

Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'

UMBCvision

👋 Aligning Human & Machine Vision using explainability

serre-lab

🗺️ Data Cleaning and Textual Data Visualization 🗺️

charlesdedampierre

A Python package with explanation methods for extraction of feature interactions from predictive models

pyartemis

Cohort Shapley: A local explanation method for black box prediction with only observed data

cohortshapley