https://github.com/juntyr/prudent-response-surface-models
Prudent Response Surface Models combine predictions with confidence scores and uncertainty levels, allowing their use in downstream analysis even for high-uncertainty or out-of-distribution inputs.
https://github.com/juntyr/prudent-response-surface-models
machine-learning out-of-distribution response-surface-model sosaa uncertainty-quantification
Last synced: 12 months ago
JSON representation
Prudent Response Surface Models combine predictions with confidence scores and uncertainty levels, allowing their use in downstream analysis even for high-uncertainty or out-of-distribution inputs.
- Host: GitHub
- URL: https://github.com/juntyr/prudent-response-surface-models
- Owner: juntyr
- License: cc-by-4.0
- Created: 2023-04-18T06:50:22.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2023-05-15T19:15:13.000Z (about 3 years ago)
- Last Synced: 2025-06-01T20:52:42.319Z (about 1 year ago)
- Topics: machine-learning, out-of-distribution, response-surface-model, sosaa, uncertainty-quantification
- Language: Jupyter Notebook
- Homepage:
- Size: 37.9 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0