Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
"xai" Awesome Lists
awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.
ai-safety awesome awesome-list data-science explainable-ml fairness interpretability interpretable-ai interpretable-machine-learning interpretable-ml
3,466 stars
575 forks
1,366 projects
Last updated: 29 May 2024
Awesome-explainable-AI
A collection of research materials on explainable AI/ML
counterfactual-explanations explainable-ai explanation-system interpretability interpretable-ai recourse xai xml
1,288 stars
178 forks
137 projects
Last updated: 18 May 2024
awesome-fairness-in-ai
A curated list of awesome Fairness in AI resources
ai bias deep-learning fairness gender-bias interpretability machine-learning xai
306 stars
61 forks
78 projects
Last updated: 19 May 2024
awesome-xai
Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
awesome awesome-list explanations saliency-maps saliency-methods xai
122 stars
12 forks
101 projects
Last updated: 15 May 2024
AwesomeResponsibleAI
A curated list of awesome academic research, books, code of ethics, data sets, institutes, newsletters, principles, podcasts, reports, tools, regulations and standards related to Responsible AI and Human-Centered AI.
awesome-list ethical-ai explainable-ai fairness-ai interpretable-ai responsible-ai trustworthy-ai xai
36 stars
6 forks
479 projects
Last updated: 28 May 2024
awesome-lists-machine-learning
A curated list of awesome lists on Machine Learning.
artificial-intelligence awesome-list computer-vision deep-learning machine-learning xai
30 stars
2 forks
46 projects
Last updated: 20 Dec 2024
Explainable-ML-Papers
A list of research papers of explainable machine learning.
academic awesome counterfactual-explanations explainability explainable-ml explanations human-ai-interaction human-in-the-loop human-in-the-loop-machine-learning interpretability
17 stars
2 forks
59 projects
Last updated: 05 May 2024
awesome-counterfactual-explanations
This repository is a curated collection of information (keywords, papers, libraries, books, etc.) about counterfactual explanations🙃 Contributions are welcome! Our maintenance capacity is limited, so we highly appreciate pull requests.
awasome counterfactual-explanations explainable-ai explainable-ml interpretable-machine-learning machine-learning xai
15 stars
0 forks
37 projects
Last updated: 11 Dec 2024