2.1.3

fix the bug in collinear feature elimination, replace the hardcoded threshold by the user-defined one

2.1.2a

Fix a bug in the computation of the association matrix: add safeguard when a single column of a specific dtype is passed (nom-nom and num-num might be skipped then).

2.1.1

Refactor the TreeDiscretizer

2.0.7

Implement the link function for the lasso feature selection

2.0.6

downgrade the lightgbm version to 3.3.1 for compatibility reasons (with optuna for instance)

2.0.5

Adapt code for the new train API of lightgbm v4
Fix geq in the threshold selector

2.0.4

Improve docstring

2.0.3

Improve consistency of the module docstrings and remove unnecessary __all__ in the preprocessing module

2.0.2

fix bug when EnetGLM is fitted as pure ridge, statsmodels returns the regularized wrapper without the refit option. Therefore, the summary and statistics are not available.

2.0.1

Better docstrings, better documentation and change the web doc style