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https://github.com/aangelopoulos/conformal-risk
Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.
https://github.com/aangelopoulos/conformal-risk
computer-vision conformal conformal-prediction natural-language-processing python pytorch pytorch-implementation uncertainty-estimation uncertainty-quantification
Last synced: about 2 months ago
JSON representation
Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.
- Host: GitHub
- URL: https://github.com/aangelopoulos/conformal-risk
- Owner: aangelopoulos
- License: mit
- Created: 2022-06-22T16:31:57.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-01-23T09:24:05.000Z (over 1 year ago)
- Last Synced: 2024-07-10T08:45:05.546Z (2 months ago)
- Topics: computer-vision, conformal, conformal-prediction, natural-language-processing, python, pytorch, pytorch-implementation, uncertainty-estimation, uncertainty-quantification
- Language: Python
- Homepage:
- Size: 103 MB
- Stars: 55
- Watchers: 5
- Forks: 6
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE