fairness-auditing

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saad2134 / FairLens

A full-stack SaaS-grade web app where teams upload a dataset + trained model (or plug in an API endpoint) and receive a comprehensive, interactive fairness audit report. Built to be genuinely enterprise-usable, not a toy.

enterprise machine-learning firebase gemini googlecloudplatform bias-detection mlops cloudrun responsible-ai ethical-ai ai-fairness fairness-metrics fairness-auditing

Updated Aug 12, 2026
TypeScript

Junaid-Ahmed-Rupok / A-ICF-Amortized-Invariant-Causal-Fairness

Star

A-ICF: Auditing, Not Predicting — A Causal Bias-Decomposition Framework for Clinical Fairness. Code, Figures, and Tables for OMLET 2026 (Paper ID: 596).

reproducible-research pytorch ieee representation-learning mediation-analysis causal-inference algorithmic-fairness invariant-risk-minimization healthcare-ai trustworthy-ai reproducible-research-with-r causal-ml clinical-machine-learning fairness-auditing bias-decomposition omlet-2026

Updated Jul 27, 2026
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