rumboost
- rumboost package
- Submodules
- rumboost.constant_parameter module
- rumboost.datasets module
load_preprocess_Airplane()load_preprocess_LPMC()load_preprocess_MTMC()load_preprocess_MTMC_all()load_preprocess_Netherlands()load_preprocess_Optima()load_preprocess_Parking()load_preprocess_SwissMetro()load_preprocess_Telephone()load_preprocess_Vaccines()prepare_dataset()stratified_group_k_fold()
- rumboost.linear_trees module
LinearTreeLinearTree.add_valid()LinearTree.build_lightgbm_style_histogram()LinearTree.dump_model()LinearTree.eval_train()LinearTree.eval_valid()LinearTree.feature_importance()LinearTree.free_dataset()LinearTree.model_from_string()LinearTree.model_to_string()LinearTree.predict()LinearTree.rollback_one_iter()LinearTree.set_train_data_name()LinearTree.update()LinearTree.update_bounds()
- rumboost.metrics module
- rumboost.models module
- rumboost.nested_cross_nested module
- rumboost.ordinal module
- rumboost.post_process module
- rumboost.rumboost module
CVRUMBoostRUMBoostRUMBoost.boostersRUMBoost.valid_setsRUMBoost.f_obj()RUMBoost.f_obj_binary()RUMBoost.f_obj_coral()RUMBoost.f_obj_cross_nested()RUMBoost.f_obj_full_hessian()RUMBoost.f_obj_mse()RUMBoost.f_obj_nest()RUMBoost.f_obj_proportional_odds()RUMBoost.model_from_string()RUMBoost.model_to_string()RUMBoost.multiply_grad_hess_by_data()RUMBoost.predict()RUMBoost.save_model()
rum_cv()rum_train()
- rumboost.torch_functions module
- rumboost.utility_plotting module
- rumboost.utility_smoothing module
- rumboost.utils module
- Module contents
RUMBoostRUMBoost.boostersRUMBoost.valid_setsRUMBoost.f_obj()RUMBoost.f_obj_binary()RUMBoost.f_obj_coral()RUMBoost.f_obj_cross_nested()RUMBoost.f_obj_full_hessian()RUMBoost.f_obj_mse()RUMBoost.f_obj_nest()RUMBoost.f_obj_proportional_odds()RUMBoost.model_from_string()RUMBoost.model_to_string()RUMBoost.multiply_grad_hess_by_data()RUMBoost.predict()RUMBoost.save_model()
rum_train()