https://github.com/aangelopoulos/conformal-prediction
Lightweight, useful implementation of conformal prediction on real data.
https://github.com/aangelopoulos/conformal-prediction
computer-vision conformal conformal-inference conformal-prediction distribution-shift natural-language-processing time-series time-series-prediction uncertainty uncertainty-estimation uncertainty-quantification
Last synced: about 1 month ago
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Lightweight, useful implementation of conformal prediction on real data.
- Host: GitHub
- URL: https://github.com/aangelopoulos/conformal-prediction
- Owner: aangelopoulos
- License: mit
- Created: 2021-12-25T01:55:57.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2024-03-24T22:46:37.000Z (about 1 year ago)
- Last Synced: 2025-04-04T10:44:08.865Z (about 1 month ago)
- Topics: computer-vision, conformal, conformal-inference, conformal-prediction, distribution-shift, natural-language-processing, time-series, time-series-prediction, uncertainty, uncertainty-estimation, uncertainty-quantification
- Language: Jupyter Notebook
- Homepage: http://people.eecs.berkeley.edu/~angelopoulos/blog/posts/gentle-intro/
- Size: 38.8 MB
- Stars: 867
- Watchers: 12
- Forks: 100
- Open Issues: 4
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Metadata Files:
- Readme: README.md
- License: LICENSE