Catboost support - Githubissues

elemets commented 1 month ago

Fixing stratify cols bug: where y was used instead of y_valid_test causing length mismatch
Catboost support added so that we can now use catboost early stopping (resetting estimators + try and except for catboost best iteration extraction)
Fixing ambiguity with the truth value of a list / dataframe error.

elemets commented 1 month ago

This is relevant to issue #34

lshpaner commented 1 month ago

Thank you for this solid contribution!

The bug fix for the stratify_cols issue was much needed, especially addressing the length mismatch by correcting the use of y_valid_test instead of y.

Adding CatBoost support with early stopping is a great enhancement, and I appreciate the robust handling of the best iteration extraction with the try-except block.

The fix for the ambiguity related to the truth value of a list/dataframe is also crucial for improving reliability. This PR significantly improves the functionality and stability of the codebase—nicely done!

uclamii / model_tuner

Catboost support #36