accountability topic

List accountability repositories

django-public-project

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Custom Python/Django CMS - Transparency for Public Projects (used for BERwatch/BLBwatch)

awesome-machine-learning-interpretability

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A curated list of awesome responsible machine learning resources.

hc_ml

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Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

mli-resources

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H2O.ai Machine Learning Interpretability Resources

themis-ml

122
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A library that implements fairness-aware machine learning algorithms

fat-forensics

70
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Modular Python Toolbox for Fairness, Accountability and Transparency Forensics

interpretable-ml

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8
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Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

sinimr

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Chilean Municipalities Information System (SINIM) Wrapper 📈🏛🇨🇱

senatetrades

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SenateTrades: what stocks are your senators buying?