0 "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
1,624 stars
221 forks
149 projects
Last updated: 19 Mar 2026
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
1,186 stars
105 forks
1,060 projects
Last updated: 24 Mar 2026
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
733 stars
39 forks
56 projects
Last updated: 24 Mar 2026
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
373 stars
29 forks
1,102 projects
Last updated: 04 Apr 2026
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
257 stars
30 forks
261 projects
Last updated: 13 Mar 2026
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
178 stars
19 forks
72 projects
Last updated: 10 Mar 2026
AwesomeResponsibleAI
A curated list of awesome academic research, books, code of ethics, courses, databases, data sets, frameworks, institutes, maturity models, newsletters, principles, podcasts, regulations, reports, responsible scale policies, tools 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
119 stars
26 forks
722 projects
Last updated: 17 Mar 2026
awesome-llm-explainability
A curated list of explainability-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights into the explainability implications, challenges, and advancements surrounding these powerful models.
ai explainability explainable-ai explainable-artificial-intelligence explainable-ml responsible-ai
54 stars
1 forks
58 projects
Last updated: 25 Mar 2026
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
23 stars
0 forks
37 projects
Last updated: 07 Nov 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
22 stars
1 forks
30 projects
Last updated: 24 Feb 2026