0.9.1

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
Multi-label Classification notebooks

MONDRIAN

Theoretical Description
Tutorial for tabular regression with Mondrian

CALIBRATION

Theoretical Description
Calibration examples
Calibration notebooks
- 1. Top-label calibration for outputs of ML models : notebook

METRICS

Theoretical Description

API

MAPIE API

MAPIE

»
Calibration notebooks
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Calibration notebooks¶

The following examples present advanced analyses on multi-class calibration.

1. Top-label calibration for outputs of ML models : notebook ¶

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