Bias Correction Python Packages

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.

climdata

End-to-end Climate Data Pipeline for Impact Assessment

python-cmethods

A collection of bias correction techniques written in Python - for climate sciences.

gridwxcomp

Comparison of weather station and gridded climate datasets

n4ax

JAX/GPU N4 bias field correction — a fast drop-in match for SimpleITK N4 (~2600x faster on A100, <0.2% match)

aiscan

Scan your AI/ML models for problems before you put them into production.

equalityml

Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.

aif360-fork2

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.

equalityml-fork2

Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.