Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
7 "interpretability" 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
16,127 stars
2,150 forks
600 projects
Last updated: 07 May 2024
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
3,452 stars
575 forks
834 projects
Last updated: 06 May 2024
Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
adversarial-attack-and-defense communication-efficiency computation-efficiency computer-vision continual-learning decentralized-federated-learning distributed-optimization federated-learning hierarchical-federated-learning incentive-mechanism
1,873 stars
323 forks
558 projects
Last updated: 30 Apr 2024
Awesome-explainable-AI
A collection of research materials on explainable AI/ML
counterfactual-explanations explainable-ai explanation-system interpretability interpretable-ai recourse xai xml
1,284 stars
178 forks
137 projects
Last updated: 06 May 2024
awesome-fairness-in-ai
A curated list of awesome Fairness in AI resources
ai bias deep-learning fairness gender-bias interpretability machine-learning xai
303 stars
61 forks
78 projects
Last updated: 27 Apr 2024
Awesome-Computer-Vision
Awesome Resources for Advanced Computer Vision Topics
3d-vision adversarial-attacks automl awesome-list computer-vision deep-learning denoising gan graph-neural-network interpretability
210 stars
40 forks
39 projects
Last updated: 22 Apr 2024
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
16 stars
2 forks
59 projects
Last updated: 07 Mar 2024