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https://github.com/scikit-learn-contrib/MAPIE
A scikit-learn-compatible module for estimating prediction intervals.
https://github.com/scikit-learn-contrib/MAPIE
classification confidence-intervals conformal-prediction data-science python regression sklearn
Last synced: 3 months ago
JSON representation
A scikit-learn-compatible module for estimating prediction intervals.
- 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 (over 3 years ago)
- Default Branch: master
- Last Pushed: 2024-05-15T12:49:13.000Z (6 months ago)
- Last Synced: 2024-05-15T12:59:34.821Z (6 months ago)
- Topics: classification, confidence-intervals, conformal-prediction, data-science, python, regression, sklearn
- Language: Jupyter Notebook
- Homepage: https://mapie.readthedocs.io/en/latest/
- Size: 91.4 MB
- Stars: 1,162
- Watchers: 14
- Forks: 97
- Open Issues: 46
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Metadata Files:
- Readme: README.rst
- Changelog: HISTORY.rst
- Contributing: CONTRIBUTING.rst
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Authors: AUTHORS.rst
Awesome Lists containing this project
- awesome-open-data-centric-ai - MAPIE - learn-compatible module for estimating prediction intervals. | ![GitHub stars](https://img.shields.io/github/stars/scikit-learn-contrib/MAPIE?style=social) | <a href="https://github.com/scikit-learn-contrib/MAPIE/blob/main/LICENSE"><img src="https://img.shields.io/github/license/scikit-learn-contrib/MAPIE" height="15"/></a> | (Uncertainty quantification)
- StarryDivineSky - scikit-learn-contrib/MAPIE - learn 兼容模块。 (其他_机器学习与深度学习)
- awesome-conformal-prediction - MAPIE - Model Agnostic Prediction Interval Estimator