Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/dssg/aequitas
Bias Auditing & Fair ML Toolkit
bias fairness fairness-testing machine-bias
Last synced: 28 Apr 2024
https://github.com/Trusted-AI/AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
ai artificial-intelligence bias bias-correction bias-detection bias-finder bias-reduction codait deep-learning discrimination fairness fairness-ai fairness-awareness-model fairness-testing ibm-research ibm-research-ai machine-learning python r trusted-ai
Last synced: 28 Apr 2024
https://github.com/monk1337/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 fairness-testing federated-learning healthcare healthcare-federated-learning label-shift machine-learning machine-learning-bias ood robust-learning robust-machine-learning
Last synced: 09 Apr 2024
https://github.com/ResponsiblyAI/responsibly
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
artificial-intelligence audit bias bias-correction bias-finder bias-reduction data-science ethics fairness fairness-ai fairness-awareness-model fairness-ml fairness-testing machine-bias machine-learning natural-language-processing python
Last synced: 23 Mar 2024
