"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
18,486 stars
2,351 forks
472 projects
Last updated: 26 May 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
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
35 stars
3 forks
59 projects
Last updated: 07 Apr 2025
awesome-safety-critical-ai
A curated list of references on the role of AI in safety-critical systems ⚠️
ai-privacy ai-safety artificial-intelligence awesome awesome-list awesome-lists compliance explainability genai machine-learning
29 stars
10 forks
328 projects
Last updated: 22 Apr 2025