Repository Index

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

• deep-learning
• pytorch
• grad-cam
• visualizations

Fit interpretable models. Explain blackbox machine learning.

• machine-learning
• interpretability
• gradient-boosting
• blackbox

A curated list of awesome responsible machine learning resources.

• fairness
• xai
• interpretability
• transparency

A collection of research materials on explainable AI/ML

• interpretable-ai
• explainable-ai
• interpretability
• explanation-system

[CONTRIBUTORS WELCOME] Generalized Additive Models in Python

• machine-learning
• data-science
• scientific-computing
• python