A curated list of awesome responsible machine learning resources.
- fairness
- xai
- interpretability
- transparency
Repository Index
47,133 repositories indexed
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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
- fairness-ai
- fairness
- fairness-testing
moDel Agnostic Language for Exploration and eXplanation
- machine-learning
- interpretability
- data-science
- xai
Gno: An interpreted, stack-based Go virtual machine to build succinct and composable apps + gno.land: a blockchain for timeless code and fair open-source.
- gno
- gnoland
- gnolang
- bft
Bias Auditing & Fair ML Toolkit
- fairness
- bias
- machine-bias
- fairness-testing
The repository host gives no description.
- auditing-predictive-models
- fairness
- discrimination
- toolbox
A curated list of awesome Fairness in AI resources
- fairness
- machine-learning
- deep-learning
- gender-bias
The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.
- fairness
- fairness-ml
- fairness-ai