rumboost

• rumboost package
  • Submodules
  • rumboost.basic_functions module
  • rumboost.dataset module
    • load_preprocess_Airplane()
    • load_preprocess_LPMC()
    • load_preprocess_Netherlands()
    • load_preprocess_Optima()
    • load_preprocess_Parking()
    • load_preprocess_SwissMetro()
    • load_preprocess_Telephone()
    • load_preprocess_Vaccines()
  • rumboost.models module
    • Airplane()
    • LPMC()
    • LPMC_nested()
    • LPMC_nested_normalised()
    • LPMC_normalised()
    • Netherlands()
    • Optima()
    • Parking()
    • SwissMetro()
    • SwissMetro_MNL()
    • SwissMetro_nested()
    • SwissMetro_normalised()
    • Telephone()
    • Vaccines()
  • rumboost.rumboost module
    • CVRUMBoost
    • RUMBoost
      • RUMBoost.f_obj()
      • RUMBoost.f_obj_cross_nested()
      • RUMBoost.f_obj_nest()
      • RUMBoost.model_from_string()
      • RUMBoost.model_to_string()
      • RUMBoost.predict()
      • RUMBoost.save_model()
    • rum_cv()
    • rum_train()
  • rumboost.utility_plotting module
    • plot_2d()
    • plot_VoT()
    • plot_bootstrap()
    • plot_ind_spec_constant()
    • plot_market_segm()
    • plot_parameters()
    • plot_pop_VoT()
    • plot_spline()
    • plot_util()
    • plot_util_pw()
  • rumboost.utility_smoothing module
    • find_best_num_splines()
    • find_feat_best_fit()
    • fit_func()
    • mean_monotone_spline()
    • monotone_spline()
    • optimal_knots_position()
    • optimise_splines()
    • smooth_predict()
    • stairs_to_pw()
    • updated_utility_collection()
  • rumboost.utils module
    • accuracy()
    • bio_to_rumboost()
    • compute_VoT()
    • create_name()
    • cross_entropy()
    • cross_nested_probs()
    • data_leaf_value()
    • find_disc()
    • function_2d()
    • get_angle_diff()
    • get_asc()
    • get_child()
    • get_grad()
    • get_mean_pos()
    • get_mid_pos()
    • get_pair()
    • get_weights()
    • map_x_knots()
    • nest_probs()
    • non_lin_function()
    • process_parent()
    • stratified_group_k_fold()
    • utility_ranking()
    • weights_to_plot_v2()
  • Module contents
• setup module