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GitHub / 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.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aangelopoulos%2Fconformal-risk
Stars: 52
Forks: 5
Open Issues: 1
License: mit
Language: Python
Repo Size: 103 MB
Dependencies:
22
Created: almost 2 years ago
Updated: 3 months ago
Last pushed: over 1 year ago
Last synced: 3 months ago
Topics: computer-vision, conformal, conformal-prediction, natural-language-processing, python, pytorch, pytorch-implementation, uncertainty-estimation, uncertainty-quantification
Files
Dependencies
- torch >=1.3
- torchvision >=0.5.0