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deepskies / DeepUQ

A repo to assess uncertainty quantification methods from deep learning models
MIT License
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Implement conformal prediction RAPS #56

Open beckynevin opened 10 months ago

beckynevin commented 10 months ago

https://colab.research.google.com/github/aangelopoulos/conformal_classification/blob/master/example.ipynb

Adapt the above to regression

Maybe also implement it as a wrapper for analyzing how mis-calibrated the other UQ techniques are.

beckynevin commented 10 months ago

Also here - https://github.com/aangelopoulos/conformal_classification?tab=readme-ov-file

beckynevin commented 10 months ago

Verify that what I have currently is from the gentle introduction paper and cite - https://arxiv.org/abs/2107.07511