Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
9 "fairness" Awesome Lists
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-imbalanced-learning
Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库
awesome awesome-list class-imbalance deep-learning ensemble-learning fair-ml fairness-ml imbalanced-classes imbalanced-classification imbalanced-data
1,271 stars
217 forks
129 projects
Last updated: 27 Apr 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-trustworthy-deep-learning
A curated list of trustworthy deep learning papers. Daily updating...
adversarial-machine-learning ai-alignment backdoor causality deep-learning fairness gradient-leakage green-ai hallucinations interpretable-deep-learning
285 stars
32 forks
158 projects
Last updated: 07 May 2024
awesome-distribution-shift
A curated list of papers and resources about the distribution shift in machine learning.
artificial-intelligence deep-learning distribution-shift domain-adaptation domain-generalization fairness generalization graph machine-learning neural-network
97 stars
6 forks
204 projects
Last updated: 01 May 2024
awesome-ml-fairness
Papers and online resources related to machine learning fairness
awesome fairness fairness-ai fairness-ml human-ai-interaction machine-learning papers research-paper trustworthy-machine-learning
57 stars
5 forks
236 projects
Last updated: 03 May 2024
AwesomeResponsibleAI
A curated list of awesome academic research, books, code of ethics, data sets, institutes, newsletters, principles, podcasts, reports, tools, regulations and standards related to Responsible AI and Human-Centered AI.
awesome-list ethical-ai explainable-ai fairness-ai interpretable-ai responsible-ai trustworthy-ai xai
33 stars
6 forks
190 projects
Last updated: 02 May 2024
apprenticeship
A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.
awesome blockchain fairness federated-learning machine-unlearning paper privacy recommender-systems
27 stars
2 forks
189 projects
Last updated: 28 Mar 2024
Awesome-Robust-Machine-Learning
A curated list of Robust Machine Learning papers/articles and recent advancements.
awesome-list bias-detection concept-shift covariate-shift data-shift deep-learning distribution-shift fairness fairness-ai fairness-ml
16 stars
0 forks
906 projects
Last updated: 04 Jan 2024