pycalib
0.1

Contents:

  • Non-Parametric Calibration for Classification
  • Documentation
    • pycalib.calibration_methods Module
    • pycalib.gp_classes Module
    • pycalib.benchmark Module
    • pycalib.scoring Module
    • pycalib.plotting Module
  • Examples
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DocumentationΒΆ

  • pycalib.calibration_methods Module
    • Classes
      • BayesianBinningQuantiles
      • BetaCalibration
      • CalibrationMethod
      • GPCalibration
      • HistogramBinning
      • IsotonicRegression
      • NoCalibration
      • OneVsRestCalibrator
      • PlattScaling
      • TemperatureScaling
  • pycalib.gp_classes Module
    • Classes
      • Log
      • MultiCal
      • SVGPcal
      • ScalarMult
      • SoftArgMax
  • pycalib.benchmark Module
    • Classes
      • Benchmark
      • CIFARData
      • ImageNetData
      • KITTIBinaryData
      • MNISTData
      • PCamData
      • SyntheticBeta
  • pycalib.scoring Module
    • Functions
      • accuracy
      • average_confidence
      • brier_score
      • error
      • expected_calibration_error
      • odds_correctness
      • overconfidence
      • precision
      • ratio_over_underconfidence
      • recall
      • sharpness
      • underconfidence
      • weighted_abs_conf_difference
    • Classes
      • MultiScorer
  • pycalib.plotting Module
    • Functions
      • reliability_diagram
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© Copyright 2019, Jonathan Wenger

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