machine-bias

There are 1 repository under machine-bias topic.

dssg / aequitas
Bias Auditing & Fair ML Toolkit
bias fairness fairness-testing machine-bias
Language:Python 665
ResponsiblyAI / responsibly
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
python machine-learning artificial-intelligence fairness bias data-science ethics fairness-ml fairness-ai fairness-testing machine-bias fairness-awareness-model bias-correction natural-language-processing bias-reduction bias-finder audit
Language:Python 91
wearepal / EthicML
Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
ethical-artificial-intelligence fairness toolkit pytorch machine-learning fairness-comparison data-science ethical-data-science computer-vision algorithmic-fairness fairness-ml fairness-ai responsible-ai machine-bias fairness-awareness-model fairness-assessment
Language:Python 23
cylynx / verifyml
Open-source toolkit to help companies implement responsible AI workflows.
responsible-ai fairness fairness-ai machine-learning machine-bias veritas model-card
Language:Python 22
aalind0 / Machine-behaviour
Machine behaviour - papers and related resources.
machine-behaviour artificial-intelligence human-robot-interaction machine-learning ethics social-network machine-bias morality social-robotics autonomous-vehicles decision-making
6
hamna-moieez / NYPD-Shooting-Incidents-Data-Analysis
Analyzing and drawing insights from historical NYPD shooting incidents data.
machine-learning data-science data-bias data-analysis python machine-bias bias bias-detection nypd-dataset historical-data
3
UIC-InDeXLab / FMC
algorithmic-fairness cs-theory fair-data fairness machine-bias set-covering-problem
Language:Python 1
UIC-InDeXLab / RepresentationBias-ContinuousCoverage
bias-detection data-equity fairness-ai fairness-ml machine-bias representation-bias sigmod
Language:Java 1
Yuexi-Li / debias-in-machine-learning
Mitigate machine learning bias to ensure data ethics in U.S. national home mortgage dataset.
data-ethics fairness-awareness-model machine-bias machine-learning themis-ml
Language:Jupyter Notebook 0
teamclouday / DataImputation
A repo to explore how different data imputation methods affect machine bias
machine-learning data-analysis data-imputation machine-bias
Language:Jupyter Notebook
timbrgr / biased-machines
A wiki slash playground for projects on how machines aquire biases.
machine-bias machine-learning artificial-intelligence bias