fairness topic
awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.
hc_ml
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
interpretable_machine_learning_with_python
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
fairml
DALEX
moDel Agnostic Language for Exploration and eXplanation
mli-resources
H2O.ai Machine Learning Interpretability Resources
awesome-fairness-in-ai
A curated list of awesome Fairness in AI resources
easyFL
An experimental platform for federated learning.
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.
aequitas
Bias Auditing & Fair ML Toolkit