Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
Themis-ml is a Python library built on pandas and scikit-learn that implements fairness-aware machine learning algorithms. It defines discrimination as bias toward or against social groups that results in unfair treatment and provides methods to address this bias in predictive models. The project is MIT-licensed, includes tutorials and research materials, and was archived/read-only as of May 31, 2023.
Sources
edge-ai-vision.com shapes more of what AI says about Themis-ML than any other source, at 67% of its citations.
aiethicslab.rutgers.edu
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Algorithmic Bias Auditing Services →Where AI ranks Themis-ML