"explainability" Awesome Lists
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
awesome awesome-list data-mining deep-learning explainability interpretability large-scale-machine-learning large-scale-ml machine-learning machine-learning-operations
20,907 stars
2,597 forks
525 projects
Last updated: 12 Sep 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
190 stars
22 forks
74 projects
Last updated: 24 Aug 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
66 stars
2 forks
58 projects
Last updated: 10 Sep 2026
awesome-safety-critical-ai
When the stakes are high, intelligence is only half the equation - reliability is the other ⚠️
ai-privacy ai-safety artificial-intelligence awesome awesome-list awesome-lists compliance determinism explainability genai
65 stars
18 forks
539 projects
Last updated: 27 Aug 2026
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
51 stars
4 forks
59 projects
Last updated: 23 Sep 2026
awesome-explainable-nlp
Curated list of papers, tools, and resources on explainability and interpretability for NLP and large language models
awesome awesome-list explainability interpretability llm nlp xai
0 stars
0 forks
161 projects
Last updated: 08 Aug 2026