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brier-score

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AmirhosseinHonardoust / Detector-Reliability-Report-Card

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Decision-safe evaluation + Streamlit dashboard for AI vs Human vs Post-Edited AI text detection. Generates a reliability report card (Accuracy, Macro F1, ECE, Brier), calibration plots, confidence histograms, and a coverage-vs-performance abstention curve. Recommends an operating threshold for human-review routing.

nlp coverage machine-learning text-classification reliability plotly calibration confusion-matrix thresholding uncertainty-estimation model-evaluation responsible-ai streamlit abstention selective-classification content-authenticity ai-detection brier-score expected-calibration-error decision-safety
  • Updated Feb 14, 2026
  • Python

DiogoRibeiro7 / ab-glm-abtest

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Production-style A/B testing with binomial GLMs (logit/probit): covariate adjustment, marginal ATE/risks, cluster-robust SEs, and Brier-score calibration.

python statistics reproducible-research calibration logistic-regression ab-testing causal-inference probit risk-ratio risk-difference covariate-adjustment randomized-experiments average-treatment-effect brier-score binomial-glm marginal-predictions cluster-robust-standard-errors user-level-clustering sandwich-se
  • Updated Feb 2, 2026
  • Python

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