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fairness-testing

Here are 13 public repositories matching this topic...

Trusted-AI / AIF360

Open

Port micellaneous items to sklearn-compatible API

8

hoffmansc commented Feb 23, 2020

MEPS dataset
differential fairness metrics
rich subgroup fairness

Read more

help wanted good first issue

dssg / aequitas

Bias and Fairness Audit Toolkit

bias fairness machine-bias fairness-testing

Updated Jul 13, 2021
Python

ResponsiblyAI / responsibly

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎

🤖

🧰

python data-science machine-learning natural-language-processing audit artificial-intelligence bias fairness bias-finder ethics bias-correction machine-bias bias-reduction fairness-testing fairness-awareness-model fairness-ai fairness-ml

Updated Jan 21, 2022
Python

valeria-io / bias-in-credit-models

Examples of unfairness detection for a classification-based credit model

fairness bias-correction ethical-data-science fairness-testing bias-detection fairness-ai

Updated Jun 11, 2019
Jupyter Notebook

h2oai / article-information-2019

Article for Special Edition of Information: Machine Learning with Python

python data-science machine-learning interpretable-ai interpretable-ml explainable-ai explainable-ml xai fatml fairness-testing interpretable-machine-learning iml machine-learning-interpretability fairness-ai fairness-ml

Updated May 6, 2020
Jupyter Notebook

soarsmu / BiasFinder

BiasFinder | IEEE TSE | Metamorphic Test Generation to Uncover Bias for Sentiment Analysis Systems

natural-language-processing fairness gender-bias fairness-testing

Updated Jan 18, 2022
Jupyter Notebook

bias-mitigation

CDEIUK / bias-mitigation

Machine Learning Bias Mitigation

machine-learning ai-safety machine-learning-models bias-correction fairness-testing fairness-ai fairness-ml

Updated May 17, 2021
Jupyter Notebook

smaityumich / individual-fairness-testing

gradient-flow fairness-testing fairness-ml

Updated Mar 22, 2021
Jupyter Notebook

yromano / fair_dummies

implementation of fair dummies

neural-network regression fairness multiclass-classification conditional-independence prediction-intervals fairness-testing fairness-awareness-model equalized-odds fairness-ml fairness-assessment

Updated Jan 13, 2022
Jupyter Notebook

moritzvz / ald

Automatic Location of Disparities (ALD) for algorithmic audits.

machine-learning fairness fairness-testing

Updated Feb 4, 2022
R

anaolicosta / CrossroadNuSMV

NuSMV models for traffic lights controlling a crossing of two one-way roads.

nusmv fairness-testing

Updated Mar 12, 2018

karenyxwang / Machine_Learning

This repository covers essential tools for machine learning with python, including but not limited to supervised and unsupervised models, natural language processing (NLP), and fairness auditing.

natural-language-processing supervised-machine-learning unsupervised-machine-learning fairness-testing

Updated Sep 6, 2020
Jupyter Notebook

Aleksbgbg / Doggo-Quest-Simulation

Simulate different outcomes and the probability of each player winning, in our team's game, 'Doggo Quest', during the King card game challenge.

simulation python36 doggo-quest game-analysis fairness-testing

Updated Mar 2, 2018
Python

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