jphall663/awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

4,068

1,427 commits

updated Jun 3, 2026

See the code

README

Awesome Machine Learning Interpretability

This repository has been reorganized into the HallResearch.ai Library.

The HallResearch.ai Library is the current home for this project’s curated resources on responsible AI, AI governance, machine learning assessment, implementation practice, policy, institutional guidance, incidents, accountability, and related research materials.

Current Library

Please use the HallResearch.ai Library as the main entry point:

HallResearch.ai Library

Library Main Branches

Legacy Note

This repository is preserved for continuity because it was the original home of the project. See the archive folder. The collection has since been reorganized, expanded, and moved into the HallResearch.ai GitHub organization.

Future updates will be made through the HallResearch.ai Library repositories rather than this legacy repository.

ai-safety
awesome
awesome-list
data-science
explainable-ml
fairness
interpretability
interpretable-ai
interpretable-machine-learning
interpretable-ml
machine-learning
machine-learning-interpretability
privacy-enhancing-technologies
privacy-preserving-machine-learning
python
r
reliable-ai
secure-ml
transparency
xai

Contributors

(top 30 of 36)

datherton09

795 commits

jphall663

546 commits

AnamHu

36 commits

sayakpaul

6 commits

jphall663/awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

4,068

1,427 commits

updated Jun 3, 2026

See the code

README

Awesome Machine Learning Interpretability

This repository has been reorganized into the HallResearch.ai Library.

The HallResearch.ai Library is the current home for this project’s curated resources on responsible AI, AI governance, machine learning assessment, implementation practice, policy, institutional guidance, incidents, accountability, and related research materials.

Current Library

Please use the HallResearch.ai Library as the main entry point:

HallResearch.ai Library

Library Main Branches

Legacy Note

This repository is preserved for continuity because it was the original home of the project. See the archive folder. The collection has since been reorganized, expanded, and moved into the HallResearch.ai GitHub organization.

Future updates will be made through the HallResearch.ai Library repositories rather than this legacy repository.

ai-safety
awesome
awesome-list
data-science
explainable-ml
fairness
interpretability
interpretable-ai
interpretable-machine-learning
interpretable-ml
machine-learning
machine-learning-interpretability
privacy-enhancing-technologies
privacy-preserving-machine-learning
python
r
reliable-ai
secure-ml
transparency
xai

Contributors

(top 30 of 36)

datherton09

795 commits

jphall663

546 commits

AnamHu

36 commits

sayakpaul

6 commits