213  aif360(1) - Kailash Tool Reference

213.1 aif360

aif360 - AI Fairness 360 (AIF360) — comprehensive fairness-metrics and bias-mitigation toolkit.

Layer DEFENCE
Category d-03-assurance-evals-benchmarks
Safety class safe
Licence Apache-2.0
Upstream github.com/Trusted-AI/AIF360

213.1.1 NAME

aif360 - AI Fairness 360 (AIF360) — comprehensive fairness-metrics and bias-mitigation toolkit.

213.1.2 SYNOPSIS & usage

Derived from the upstream README at generation time; verify against --help where the tool is installed.

install.packages("aif360")
conda create --name aif360 python=3.11
conda activate aif360

213.1.3 DESCRIPTION (upstream)

The AI Fairness 360 toolkit is an extensible open-source library containing techniques developed by the research community to help detect and mitigate bias in machine learning models throughout the AI application lifecycle. AI Fairness 360 package is available in both Python and R. The AI Fairness 360 package includes 1) a comprehensive set of metrics for datasets and models to test for biases, 2) explanations for these metrics, and 3) algorithms to mitigate bias in datasets and models. It is designed to translate algorithmic research from the lab into the actual practice of domains as wide-ranging as finance, human capital management, healthcare, and education. We invite you to use it and i

213.1.4 CONFIGURATION (detected)

Config-surface markers detected in the upstream README (2 matches, e.g. ci.yml, ci.yml). A full config reference page for this tool is queued under the config-page policy — this line is the detection record, not the page.

213.1.5 SEE ALSO

ref: pin - verified 2026-10-14