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  1. probkit/probmetrics probkit/probmetrics Public

    Post-hoc calibration methods and metrics for classification

    Python 68 8

  2. probkit/CalArena probkit/CalArena Public

    CalArena is a large-scale benchmark for post-hoc calibration of classification models.

    Jupyter Notebook 11 1

  3. LogisticCalibrationBenchmark LogisticCalibrationBenchmark Public

    Experimental repository for the paper "Structured Matrix Scaling for Multi-Class Calibration".

    Jupyter Notebook 3

  4. Calibration-ROC-IR Calibration-ROC-IR Public

    Code for experiments and figures for the paper "Classifier Calibration with ROC-Regularized Isotonic Regression", AISTATS 2024

    HTML 7

  5. RefineThenCalibrate-Theory RefineThenCalibrate-Theory Public

    Solver and experiments for the theoretical sections of the paper "Rethinking Early Stopping: Refine, Then Calibrate".

    Jupyter Notebook 5

  6. RefineThenCalibrate-Vision RefineThenCalibrate-Vision Public

    Computer vision benchmark for the paper "Rethinking Early Stopping: Refine, Then Calibrate"

    Jupyter Notebook 9