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Bias Mitigation Python Packages

Python packages with the GitHub topic bias-mitigation. Sorted by relevance, with stars and monthly downloads.
holistic-ai
holisticai

This is an open-source tool to assess and improve the trustworthiness of AI systems.

4K 106 31
peremartra
optipfair

Structured pruning and bias visualization for Large Language Models. Tools for LLM optimization and fairness analysis.

674 39 9
sml-schl
agorai

AgorAI: A Python package for fair, transparent decision-making and democratic synthesis that combines social choice theory, welfare-economics aggregation, and LLM-driven opinion synthesis

422 1 0
EqualityAI
equalityml

Algorithms for evaluating fairness metrics and mitigating unfairness in supervised machine learning

225 35 2
ethical-spectacle
the-fairly-project

Bias detection Toolkit: Chrome Extension, Python Package, SOTA research paper docs.

223 4 0
oracle
oracle-guardian-ai

Oracle Guardian AI Open Source Project

205 52 13
giordanoDaloisio
demv

Debiaser for Multiple Variables(DEMV) is a pre-processing algorithm for binary and multi-class datasets that mitigates bias by perfectly balancing the sensitive groups identified by each possible sensitive variables' value and each label's value

184 0 1
EqualityAI
equalityml-fork2

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

130 35 2
Halvani
posnoise

POSNoise: An Effective Countermeasure Against Topic Biases in Authorship Analysis

97 5 0
holistic-ai
holistic

This is an open-source tool to assess and improve the trustworthiness of AI systems.

1 106 31
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