Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
10 "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
16,443 stars
2,181 forks
600 projects
Last updated: 28 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
3,466 stars
575 forks
1,003 projects
Last updated: 29 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
1,879 stars
323 forks
558 projects
Last updated: 18 May 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
1,288 stars
178 forks
137 projects
Last updated: 18 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
306 stars
61 forks
78 projects
Last updated: 19 May 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: 15 May 2024
Awesome-Interpretability-in-Large-Language-Models
This repository collects all relevant resources about interpretability in LLMs
dictionary-learning interpretability-and-explainability mechanistic-interpretability sparse-autoencoder
171 stars
14 forks
225 projects
Last updated: 26 Jul 2024
awesome-artificial-intelligence-research
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
artificial-intelligence automl awesome-list computer-vision deep-learning detection domain-adaptation generative-adversarial-network graph-neural-networks incremental-learning
113 stars
15 forks
92 projects
Last updated: 28 Apr 2024
awesome-neural-trees
Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"
awesome-list decision-trees explainable-artificial-intelligence interpretability interpretable-machine-learning neural-networks
72 stars
6 forks
101 projects
Last updated: 07 May 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
17 stars
2 forks
59 projects
Last updated: 05 May 2024