"interpretable-machine-learning" 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
3,770 stars
599 forks
1,345 projects
Last updated: 24 Apr 2025
awesome-time-series-explainability
A list of (post-hoc) XAI for time series
awesome-list awesome-lists explainability explainable-ai explainable-ml explainable-time-series-classification explainable-time-series-prediction interpretability interpretable-machine-learning time-series
134 stars
16 forks
71 projects
Last updated: 30 Apr 2025
awesome-neural-trees
Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"
awesome-list decision-trees explainable-artificial-intelligence interpretability interpretable-machine-learning neural-networks
78 stars
9 forks
101 projects
Last updated: 25 Apr 2025
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
18 stars
0 forks
37 projects
Last updated: 04 Apr 2025