Repository Index

A curated list of awesome responsible machine learning resources.

• fairness
• xai
• interpretability
• transparency

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

No description provided by the repository host.

• 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
• linkedin