"explainable-ai" Awesome Lists
Awesome-explainable-AI
A collection of research materials on explainable AI/ML
counterfactual-explanations explainable-ai explanation-system interpretability interpretable-ai recourse xai xml
1,533 stars
209 forks
145 projects
Last updated: 30 Aug 2025
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
ai awesome awesome-list conformal-prediction datascience deeplearning explainable-ai machine-learning machinelearning probability
942 stars
81 forks
1,044 projects
Last updated: 15 Sep 2025
awesome-open-data-centric-ai
Curated list of open source tooling for data-centric AI on unstructured data.
active-learning awesome-list bias-detection computer-vision data-centric-ai data-curation data-drift data-versioning data-visualization deep-learning
726 stars
36 forks
56 projects
Last updated: 19 Sep 2025
awesome-agi-cocosci
An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.
abduction analogy artificial-general-intelligence awesome awesome-list bayesian commonsense computational-cognitive-science developmental-psychology explainable-ai
344 stars
26 forks
1,072 projects
Last updated: 22 Sep 2025
Awesome-Vision-Transformer-Collection
Variants of Vision Transformer and its downstream tasks
awesome backbone computer-vision deep-learning detection explainable-ai generative-model lidar-point-cloud pose-estimation segmentation
244 stars
29 forks
261 projects
Last updated: 18 Aug 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
155 stars
19 forks
71 projects
Last updated: 07 Sep 2025
Awesome-Data-Science
Carefully curated list of awesome data science resources.
ai awesome awesome-list data data-science deep-learning explainable-ai interoperability large-scale-machine-learning machine-learning
144 stars
24 forks
210 projects
Last updated: 27 Aug 2025
AwesomeResponsibleAI
A curated list of awesome academic research, books, code of ethics, data sets, institutes, maturity models, newsletters, principles, podcasts, reports, tools, regulations and standards related to Responsible, Trustworthy, and Human-Centered AI.
ai ai-alignment ai-governance ai-regulation ai-safety ai-standards awesome-list ethical-ai explainable-ai fairness-ai
84 stars
17 forks
594 projects
Last updated: 23 Sep 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
21 stars
0 forks
37 projects
Last updated: 04 Jun 2025
awesome-transformer-visualization
Explore visualization tools for understanding Transformer-based large language models (LLMs)
attention-mechanism awesome bert explainable-ai gemma interactive interactive-visualizations large-language-models llm mechanistic-interpretability
16 stars
1 forks
30 projects
Last updated: 07 Aug 2025