https://github.com/scikit-learn-contrib/MAPIE

A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.
https://github.com/scikit-learn-contrib/MAPIE

classification confidence-intervals conformal-prediction data-science python regression sklearn

Last synced: 2 months ago
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A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.

• Host: GitHub
• URL: https://github.com/scikit-learn-contrib/MAPIE
• Owner: scikit-learn-contrib
• License: bsd-3-clause
• Created: 2021-03-30T08:47:08.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2024-10-23T15:14:21.000Z (3 months ago)
• Last Synced: 2024-10-29T14:50:21.571Z (2 months ago)
• Topics: classification, confidence-intervals, conformal-prediction, data-science, python, regression, sklearn
• Language: Jupyter Notebook
• Homepage: https://mapie.readthedocs.io/en/latest/
• Size: 101 MB
• Stars: 1,289
• Watchers: 16
• Forks: 110
• Open Issues: 49
• Metadata Files:
  • Readme: README.rst
  • Changelog: HISTORY.rst
  • Contributing: CONTRIBUTING.rst
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Citation: CITATION.cff
  • Authors: AUTHORS.rst

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