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Get Started
User Guide
API Docs
Example Notebooks
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About Us
GitHub
Twitter
StackOverflow
Discord
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Section Navigation
Fairness in Machine Learning
Assessment
Performing a Fairness Assessment
Common fairness metrics
Defining custom fairness metrics
Intersecting Groups
Confidence Interval Estimation
Advanced Usage of MetricFrame
Plotting
Saving and loading MetricFrame
Mitigations
Preprocessing
Postprocessing
Reductions
Adversarial Mitigation
Datasets
Adult Census Dataset
ACSIncome
Revisiting the Boston Housing Dataset
Diabetes 130-Hospitals Dataset
Installation and version guide
Installation Guide
Version guide
v0.1
v0.10.0
v0.11.0
v0.12.0
v0.2.0
v0.3.0
v0.4.0
v0.4.1
v0.4.2
v0.4.3
v0.4.4
v0.4.5
v0.4.6
v0.5.0
v0.6.0
v0.6.1
v0.6.2
v0.7.0
v0.8.0
v0.9.0
Further Resources
User Guide
Installation and version guide
Version guide
v0.1
v0.1
#
initial release
