Feature selection functions (1) using the multi-collinearity matrix and recursively proceeding to a spearman threshold and (2) using Forward Stepwise Selection running on an ensemble sklearner (with options for HPO).
Simplicial-test realizes a simplicial complex from a prescribed degree-size sequence (when feasible).
