Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
15 "fair" 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
3,466 stars
575 forks
897 projects
Last updated: 29 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
1,280 stars
218 forks
129 projects
Last updated: 15 May 2024
awesome-critical-tech-reading-list
A reading list for the modern critical programmer
awesome awesome-list curated-list discourse ethics fair labor narrative reading-list society
860 stars
38 forks
43 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-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
290 stars
32 forks
173 projects
Last updated: 19 May 2024
Awesome-Fair-Graph-Learning
Paper List for Fair Graph Learning (FairGL).
fairness graph-learning graph-neural-networks
113 stars
10 forks
93 projects
Last updated: 28 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
99 stars
6 forks
204 projects
Last updated: 21 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
58 stars
5 forks
236 projects
Last updated: 13 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
36 stars
6 forks
240 projects
Last updated: 28 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-fair
A curated list of awesome stuff around the FAIR principles for (scientific) data, i.e that data is findable, accessable, interoperable and re-usable.
ai-ready awesome awesome-list data-provenance data-science digital-objects fair fair-digital-objects fair-principles fdo
25 stars
5 forks
66 projects
Last updated: 17 Apr 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
18 stars
0 forks
906 projects
Last updated: 10 May 2024
awesome-data-steward-resources
A list of resources to learn about data stewardship
bioinformatics data-management data-stewardship fair-principles
11 stars
1 forks
34 projects
Last updated: 24 Feb 2024
awesome-RDM
A curated list of awesome RDM resources for researchers and organisations
data-management data-management-plan fair fair-data fair-principles fdm fdz rdm research research-data
11 stars
6 forks
221 projects
Last updated: 30 Apr 2024
awesome-self-supervised-speech-representation-learning
A comprehensive list of awesome self-supervised speech representation learning papers.
awesome awesome-list deep-learning fairseq machine-learning representation-learning self-supervised-learning speech-processing
4 stars
0 forks
40 projects
Last updated: 27 Dec 2023