v0.2.5

Added

• Add (vanilla) Stability Selection (without Error Control).
• max_rules hyper parameters for max rules filtering.
• Uncertainty Quantification in estimation by bootstrapping.
• B hyper-parameter,
• subsample hyper-parameter.
• rules(implicit form) in cre() function return.
• predict() function for ITE estimation via CRE.

Changed

• Type stability_selection binary -> string ('no','vanilla','error_control').
• Unify ntrees_gbm hyper-parameter and ntrees_gbm hyper-parameter in
  ntrees hyper-parameter.
• In rules generation retrieve decision rules also from internal nodes, and not
  just from terminal nodes.
• ite_method_dis, ite_method_inf method-parameter -> ite_method.
• ps_method_dis, ps_method_inf method-parameter -> learner_ps.
• oreg_method_dis, oreg_method_inf method-parameter -> learner_y.

Removed

• max_nodes hyper-parameter.
• Remove rules generation by Generalized Boosted Regression.
• replace hyper-parameter.
• penalty_rl hyper-parameter.
• t_pvalue hyper-parameter.
• ite_pred from cre() function return.

Bug fixes

• Error saving covariates name in CRE result when using intervention_vars.