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v0.7.0

Getting Started

  • Quick Start with MAPIE
  • Split/Cross-Conformal Prediction

REGRESSION

  • Theoretical Description
  • Theoretical Description for conformity scores
  • Tutorial for tabular regression
  • Tutorial for conformalized quantile regression (CQR)
  • Tutorial for time series
  • Regression examples
  • Regression notebooks

CLASSIFICATION

  • Theoretical Description
  • Tutorial for classification
  • Cross-conformal for classification
  • Classification examples
  • Classification notebooks

BINARY CLASSIFICATION

  • Theoretical Description
  • Tutorial for set prediction

MULTI-LABEL CLASSIFICATION

  • Theoretical Description
  • Tutorial for multilabel-classification

CALIBRATION

  • Theoretical Description
  • Calibration examples
  • Calibration notebooks

API

  • MAPIE API
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