At the moment, conformalized quantile regression has only been implemented with the split-conformal strategy. It would be worth extending it to cross-CQR with the cv argument. This PR proposes to adapt the quantile regression class for split and cross conformal strategies by adding to the init method the cv parameter so that it is comparable to the regression class.
Fixes #4
Type of change
Please remove options that are irrelevant.
Breaking change (fix or feature that would cause existing functionality to not work as expected)
This change requires a documentation update
How Has This Been Tested?
[x] Uniformisation of regression tests (for cross settings).
[x] Adaptation of quantile regression tests to changes.
Description
At the moment, conformalized quantile regression has only been implemented with the split-conformal strategy. It would be worth extending it to cross-CQR with the
cv
argument. This PR proposes to adapt the quantile regression class for split and cross conformal strategies by adding to theinit
method thecv
parameter so that it is comparable to the regression class.Fixes #4
Type of change
Please remove options that are irrelevant.
How Has This Been Tested?
Checklist
make lint
make type-check
make tests
make coverage
make doc