deel-ai / puncc

👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
https://deel-ai.github.io/puncc/
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Alpha_calib_check for multivariate regression #39

Closed jdalch closed 6 months ago

jdalch commented 8 months ago

Module

Calibration (API)

Contact Details

dalmau.joseba@gmail.com

Feature Request

In the case of multivariate regression, we may have a vector of alphas, of the same length as the number of features of the Y variable. We could modify the alpha_calib_check function so that it takes a float or a np.ndarray alpha as an argument and checks that all coordinates of alpha satrisfy the desired constraint.

A minimal example

No response

Version

v0.9

Environment

- OS:
- Python version:
- Packages used version: