utilitity functions

• utils.membership_calc
  • asym_similarity_val_one_many_hyperboxes()
  • bitwise_membership()
  • f_sim_freq_cat_features()
  • get_membership_extended_iol_gfmm_all_classes()
  • get_membership_fmnn_all_classes()
  • get_membership_free_range_gfmm_all_classes()
  • get_membership_freq_cat_gfmm_all_classes()
  • get_membership_gfmm_all_classes()
  • get_membership_onehot_gfmm_all_classes()
  • membership_cat_feature_eiol_gfmm()
  • membership_func_extended_iol_gfmm()
  • membership_func_fmnn()
  • membership_func_free_range_gfmm()
  • membership_func_freq_cat_gfmm()
  • membership_func_gfmm()
  • membership_func_onehot_gfmm()
  • membership_function_freq_cat()
  • n_cat_features_containing_bit_one()
• utils.adjust_hyperbox
  • hyperbox_contraction_efmnn()
  • hyperbox_contraction_fmnn()
  • hyperbox_contraction_freq_cat_gfmm()
  • hyperbox_contraction_rfmnn()
  • hyperbox_overlap_test_efmnn()
  • hyperbox_overlap_test_fmnn()
  • hyperbox_overlap_test_freq_cat_gfmm()
  • is_overlap_cat_features_one_by_one()
  • is_overlap_cat_features_one_vs_many()
  • is_overlap_diff_labels_num_data_rfmnn()
  • is_overlap_one_many_diff_label_hyperboxes_mixed_data_general()
  • is_overlap_one_many_diff_label_hyperboxes_num_data_general()
  • is_overlap_one_many_hyperboxes_num_data_general()
  • is_two_hyperboxes_overlap_num_data_free_range_general()
  • is_two_hyperboxes_overlap_num_data_general()
  • overlap_resolving_num_data()
  • overlap_resolving_num_data_free_range()
• utils.matrix_transformation
  • hashing()
  • hashing_mat()
  • split_matrix()
• utils.drawing_func
  • draw_box()
  • draw_box_parallel_coordinate()
  • draw_decision_boundary_2D()
  • generate_grid_decision_boundary_2D()
  • get_cmap()
• utils.dist_metrics
  • manhattan_distance()
  • manhattan_distance_with_missing_val()
  • manhattan_distance_with_missing_val_free_range()
  • rfmnn_distance()
• utils.model_storage
  • load_model()
  • load_multi_models()
  • store_model()