Bias Auditing & Fair ML Toolkit
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Sep 11, 2024 - Python
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machine-bias
Here are 11 public repositories matching this topic...
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
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Nov 17, 2023 - Python
Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
data-science
machine-learning
computer-vision
toolkit
pytorch
fairness
ethical-artificial-intelligence
machine-bias
ethical-data-science
fairness-awareness-model
algorithmic-fairness
fairness-ai
fairness-ml
responsible-ai
fairness-assessment
fairness-comparison
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Aug 27, 2024 - Python
Open-source toolkit to help companies implement responsible AI workflows.
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Feb 7, 2022 - Python
Machine behaviour - papers and related resources.
machine-learning
social-network
decision-making
artificial-intelligence
autonomous-vehicles
human-robot-interaction
ethics
morality
machine-bias
machine-behaviour
social-robotics
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May 6, 2019
Analyzing and drawing insights from historical NYPD shooting incidents data.
python
data-science
machine-learning
data-analysis
historical-data
bias
machine-bias
bias-detection
nypd-dataset
data-bias
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Apr 27, 2021
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Dec 20, 2022 - Python
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Mar 23, 2022 - Java
Mitigate machine learning bias to ensure data ethics in U.S. national home mortgage dataset.
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Jul 14, 2018 - Jupyter Notebook
A wiki slash playground for projects on how machines aquire biases.
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Apr 2, 2018
A repo to explore how different data imputation methods affect machine bias
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May 18, 2021 - Jupyter Notebook
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