Julia Toolkit with fairness metrics and bias mitigation algorithms
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Feb 5, 2024 - Julia
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bias-audit
Here are 40 public repositories matching this topic...
Streamlit + Python pipeline that benchmarks gym workout efficiency (kcal/min) using present sessions only. Generates sortable workout-type benchmarks, distribution plots, fairness-aware gap analysis with uncertainty/low-sample flags, and a data-quality report to prevent misleading comparisons.
visualization python benchmarking data-science statistics dashboard analytics reproducible-research reporting plotly eda pandas fitness data-analysis health-data workout fairness data-quality streamlit bias-audit
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Jun 4, 2026 - Python
Open-source AI ATS — LLM resume screening, CV parsing, JD↔candidate matching & bias-audited ranking. Self-hostable, privacy-first, FastAPI.
python open-source recruitment ats resume-parser hexagonal-architecture claude talent-acquisition cv-parser applicant-tracking-system fastapi resume-matcher resume-screening agno bias-audit llm ai-ats candidate-screening hiring-automation ai-recruiting
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Jul 22, 2026 - Python
LALS (Latent Association Leaning Score): code for 'Vision-Language Models Suppress Female Representations Under Ambiguous Input' (EMNLP 2026)
bias fairness interpretability interpretable-deep-learning interpretable-ai interpretable-ml interpretable-machine-learning fairness-ai fairness-ml vision-language bias-audit vision-transformer interpretability-and-explainability mechanistic-interpretability vision-language-model vision-language-models fairness-in-ml mech-interp fairness-in-ai
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Oct 3, 2026 - Jupyter Notebook
Bias-audit artifacts for automated employment decision tools: NYC LL144 selection/scoring rates and impact ratios, EEOC four-fifths adverse-impact flags, and a score-traceability schema.
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Oct 2, 2026 - Python
Computational audit of U.S. immigration enforcement data: spatial analysis and pipeline bias estimation on ICE arrest records.
machine-learning econometrics public-policy causal-inference fairness computational-social-science regression-analysis data-audit bias-audit immigration-data
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May 5, 2026 - Jupyter Notebook
Open, auditable implementations of the algorithms behind ATS resume screening and gamified hiring assessment. EEOC four-fifths analysis, NYC LL144 bias audits, counterfactual perturbation testing, and published psychometric task paradigms.
ats fairness psychometrics resume-parsing bias-audit aedt eeoc adverse-impact algorithmic-hiring local-law-144
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Oct 26, 2026 - HTML
AI-assisted financial operations & decision intelligence platform — Power BI, Python scikit-learn, SQL. NBFC with ₹18,000 Cr AUM. Explainable AI credit risk model, RBI compliance, KYC/AML, bias audit, audit-ready decision logging.
sql ai scikit-learn compliance powerbi nbfc aml rbi kyc risk-management credit-risk explainable-ai bias-audit financial-analytics
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Sep 1, 2026 - HTML
Risk-tiered human oversight for AI hiring agents. Scores every agent action 0-100, routes it across four autonomy tiers, and evidences the human decision in a hash-chained append-only ledger. A four-fifths adverse-impact monitor runs on real recruitment data and auto-escalates flagged requisitions. Mapped to EU AI Act Art. 14/50 and NYC LL144.
python flask prd product-management human-in-the-loop ai-agents audit-trail talent-acquisition algorithmic-fairness responsible-ai hr-tech bias-audit ai-compliance ai-governance agentic-ai eu-ai-act human-oversight nyc-local-law-144 four-fifths-rule adverse-impact
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Sep 4, 2026 - Python
Plattform-neutrales Multi-Agenten-Kit fuer Bias-Pruefung von HR-Texten, KI-Decisions und KI-Systemen. CC BY 4.0, Deutsch.
german multi-agent recruiting fairness agg dsgvo hr-tech bias-audit inclusive-language prompt-engineering employer-branding eu-ai-act claude-code
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May 18, 2026
Forensic audit of persona-driven bias in RAG-based LLM agents — 1,120 evaluations across 4 agents, 4 ablation conditions, and 70 tax-compliance scenarios. Shows persona prompts override injected rules (κ = −0.156). Mistral-7B · FAISS · SentenceBERT.
nlp deep-learning pytorch multi-agent mistral faiss rag sentence-transformers tax-compliance bias-audit llm prompt-engineering llm-evaluation persona-engineering
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May 16, 2026 - Python
Bias-audit statistics without scipy: four-fifths impact ratios, permutation tests, bootstrap CIs, BH-FDR, plus a four-fifths CLI and a name-cohort snapshot.
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Sep 17, 2026 - Python
ML for emergency department triage: MIMIC-IV-ED evaluation, SHAP, threshold optimisation, bias audit
machine-learning scikit-learn calibration kaggle-competition xgboost triage fairness explainable-ai shap emergency-medicine bias-audit mimic-iv clinical-ml
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Apr 19, 2026 - TeX
镜心 MIRROR-CV：治疗推荐与证据相称性的三模型研究、360份实测记录与可交互审计工作台。
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Sep 13, 2026 - Python
Student-dropout prediction with a fairness audit and a GenAI explanation layer. A mistake-driven ML capstone on the UCI Portalegre dataset.
python machine-learning scikit-learn capstone classification fairness explainable-ai student-dropout shap fairlearn bias-audit generative-ai
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Jul 17, 2026 - Jupyter Notebook
AI resume screener with a built-in EEOC four-fifths and NYC Local Law 144 bias audit pipeline.
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Sep 16, 2026 - Python
Deterministic statistical audits of tabular datasets with reproducible bias and fairness reports.
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Sep 30, 2026 - Python
Ten bias-audit instruments over ten frontier models: detection is robust, model rankings are not. Replication materials.
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Sep 27, 2026 - Python
Audit-grade dual-layer resume screening engine with adversarial prompt-injection defense, BM25 + dense semantic matching, and EEOC bias audit ledger.
react nlp anti-cheat ats resume-parser semantic-search bm25 ai-safety applicant-tracking-system fastapi hr-tech resume-screening bias-audit prompt-injection-defense eeoc-compliance
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Sep 8, 2026 - Python
Phantom hospitals in Overture Maps - Best Bias Discovery entry, Zindi Bias Bounty Mapping Equity Challenge (write-up, figures, reproducible code)
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Sep 29, 2026 - Python
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