API for deepregression
Fitting Deep Distributional Regression
| Global functions | |
|---|---|
| %>% | Man page |
| .call_for_all_members | Source code |
| .onLoad | Source code |
| DRO | Source code |
| NCOL0 | Source code |
| autogam_processor | Man page Source code |
| build_customKeras | Source code |
| check_and_install | Man page Source code |
| check_data_for_image | Source code |
| check_input_args_fit | Man page Source code |
| check_input_torch | Source code |
| choose_kernel_initializer_torch | Man page Source code |
| coef.deepregression | Man page Source code |
| coef.drEnsemble | Man page Source code |
| collect_distribution_parameters | Man page Source code |
| combine_generators | Source code |
| combine_generators_wo_y | Source code |
| combine_penalties | Man page Source code |
| const_broadcasting_processor | Source code |
| convertfun_tf | Source code |
| create_P | Source code |
| create_data_trafos | Source code |
| create_family | Man page Source code |
| create_family_torch | Man page Source code |
| create_package_name | Source code |
| create_penalty | Man page Source code |
| cv | Man page |
| cv.deepregression | Man page Source code |
| deepregression | Man page Source code |
| defaultSmoothingFun | Source code |
| distfun_to_dist | Man page Source code |
| dnn_image_placeholder_processor | Source code |
| dnn_placeholder_processor | Source code |
| dnn_processor | Source code |
| ensemble | Man page |
| ensemble.deepregression | Man page Source code |
| expand_rwt | Source code |
| extract_S | Man page Source code |
| extract_cv_result | Source code |
| extract_from_special | Source code |
| extract_pure_gam_part | Man page Source code |
| extractdim | Source code |
| extractlen | Man page Source code |
| extractval | Man page Source code |
| extractvals | Man page Source code |
| extractvar | Man page Source code |
| fac_to_int_representation | Source code |
| family_to_tfd | Man page Source code |
| family_to_trafo | Man page Source code |
| family_to_trafo_torch | Man page Source code |
| family_to_trochd | Man page Source code |
| family_trafo_funs_special | Source code |
| fit.deepregression | Man page Source code |
| fitted.deepregression | Man page Source code |
| fitted.drEnsemble | Man page Source code |
| fix_bracket_mismatch | Source code |
| form2text | Man page Source code |
| form_control | Man page Source code |
| from_dist_to_loss | Man page Source code |
| from_dist_to_loss_torch | Man page Source code |
| from_distfun_to_dist_torch | Man page Source code |
| from_preds_to_dist | Man page Source code |
| from_preds_to_dist_torch | Man page Source code |
| gam_plot_data | Man page Source code |
| gam_processor | Man page Source code |
| get_X_from_linear | Source code |
| get_X_lin_newdata | Source code |
| get_distribution | Man page Source code |
| get_ensemble_distribution | Man page Source code |
| get_family_name | Source code |
| get_gam_part | Man page Source code |
| get_gamdata | Man page Source code |
| get_gamdata_nr | Source code |
| get_gamdata_reduced_nr | Man page Source code |
| get_help_forward_torch | Man page Source code |
| get_layer_by_opname | Man page Source code |
| get_layernr_by_opname | Man page Source code |
| get_layernr_trainable | Man page Source code |
| get_luz_dataset | Man page |
| get_mod_names | Source code |
| get_names_mod | Source code |
| get_names_pfc | Man page Source code |
| get_node_term | Man page Source code |
| get_nodedata | Man page Source code |
| get_partial_effect | Man page Source code |
| get_processor_name | Man page Source code |
| get_special | Man page Source code |
| get_terms_mult | Source code |
| get_terms_rwt | Source code |
| get_type_pfc | Man page Source code |
| get_weight_by_name | Man page Source code |
| get_weight_by_opname | Man page Source code |
| get_weights_torch | Source code |
| handle_gam_term | Man page Source code |
| import_packages | Man page Source code |
| import_tf_dependings | Man page Source code |
| import_torch_dependings | Man page Source code |
| int_processor | Man page Source code |
| inverse_group_lasso_pen | Man page Source code |
| is_equal_not_null | Source code |
| is_len_zero | Source code |
| keras_dr | Man page Source code |
| l1_processor | Source code |
| l21_processor | Source code |
| l2_processor | Source code |
| layer_add_identity | Man page Source code |
| layer_concatenate_identity | Man page Source code |
| layer_dense_module | Man page Source code |
| layer_dense_torch | Man page Source code |
| layer_generator | Man page Source code |
| layer_group_hadamard | Man page Source code |
| layer_hadamard | Man page Source code Source code |
| layer_hadamard_diff | Man page Source code |
| layer_node | Man page Source code |
| layer_sparse_batch_normalization | Man page Source code |
| layer_sparse_conv_2d | Man page Source code |
| layer_spline | Man page Source code |
| layer_spline_torch | Man page Source code |
| lin_processor | Man page Source code |
| log_score | Man page Source code |
| loop_through_pfc_and_call_trafo | Man page Source code |
| makeInputs | Man page Source code |
| make_cv_list_simple | Source code |
| make_folds | Man page Source code |
| make_generator | Man page Source code |
| make_generator_from_matrix | Man page Source code |
| make_psd | Source code |
| make_tfd_dist | Man page Source code |
| make_torch_dist | Man page Source code |
| make_valid_layername | Source code |
| makelayername | Man page Source code |
| mean.deepregression | Man page Source code |
| mismatch_brackets | Source code |
| model_torch | Man page Source code |
| multioptimizer | Man page Source code |
| multiply_processor | Source code |
| nCOL | Source code |
| nROW | Source code |
| na_omit_list | Man page Source code |
| names_families | Man page Source code |
| names_lint | Source code |
| ncol_lint | Source code |
| nestNCOL | Source code |
| nn_init_no_grad_constant_deepreg | Man page Source code |
| node_processor | Man page Source code |
| offset_processor | Source code |
| orthog | Source code |
| orthog_P | Man page Source code |
| orthog_control | Man page Source code |
| orthog_post_fitting | Man page Source code |
| orthog_structured_smooths_Z | Man page Source code |
| orthog_tf | Source code |
| orthog_tf_fun | Source code |
| pe_gen | Source code |
| pen_layer | Man page Source code |
| penalty_control | Man page Source code |
| plot.deepregression | Man page Source code |
| plot_cv | Man page Source code |
| precalc_gam | Man page Source code |
| predict.deepregression | Man page Source code |
| predict_gam_handler | Man page Source code |
| predict_gen | Man page Source code |
| prepare_data | Man page Source code |
| prepare_data_torch | Man page Source code |
| prepare_gamdata | Source code |
| prepare_generator_deepregression | Source code |
| prepare_input_list_model | Man page Source code |
| prepare_newdata | Man page Source code |
| prepare_torch_distr_mixdistr | Man page Source code |
| previous_layers | Source code |
| print.deepregression | Man page Source code |
| process_terms | Man page Source code |
| quant | Man page |
| quant.deepregression | Man page Source code |
| re_layer | Man page Source code |
| regularizer_group_lasso | Man page Source code |
| reinit_weights | Man page Source code |
| reinit_weights.deepregression | Man page Source code |
| remove_attr | Source code |
| remove_brackets | Source code |
| remove_df | Source code |
| remove_df_wrapper | Source code |
| remove_intercept | Source code |
| remove_la | Source code |
| remove_la_wrapper | Source code |
| remove_layer | Source code |
| remove_zerocons | Source code |
| remove_zerocons_wrapper | Source code |
| rename_offset | Source code |
| rename_rwt | Source code |
| ri_processor | Man page Source code |
| rwt_processor | Source code |
| save_nested_brackets_match | Source code |
| separate_define_relation | Man page Source code |
| simplyconnected_layer | Man page Source code |
| simplyconnected_layer_torch | Man page |
| sparse_mat_to_tensor | Source code |
| split_model | Source code |
| squaredPenalty | Source code |
| stddev | Man page |
| stddev.deepregression | Man page Source code |
| stop_iter_cv_result | Man page Source code |
| subnetwork_init | Man page Source code |
| subnetwork_init_torch | Man page Source code |
| subset_array | Source code |
| subset_input_cov | Source code |
| subset_list_and_df | Source code |
| sum_cols_smooth | Source code |
| tf_incross | Source code |
| tf_repeat | Man page Source code |
| tf_row_tensor | Man page Source code |
| tf_row_tensor_left_part | Source code |
| tf_row_tensor_right_part | Source code |
| tf_split_multiple | Man page Source code |
| tf_stride_cols | Man page Source code |
| tf_stride_last_dim_tensor | Man page Source code |
| tfd_mse | Man page Source code |
| tfd_mvr | Source code |
| tfd_negative_binomial_ls | Source code |
| tfd_zinb | Man page Source code |
| tfd_zip | Man page Source code |
| tfdiv | Source code |
| tfe | Source code |
| tfmult | Source code |
| tfrec | Source code |
| tfsig | Source code |
| tfsoft | Source code |
| tfsq | Source code |
| tfsqrt | Source code |
| tib_layer | Man page Source code |
| tib_layer_torch | Man page |
| tibgroup_layer | Man page Source code |
| tibgroup_layer_torch | Man page |
| tiblinlasso_layer_torch | Man page Source code |
| to_matrix | Source code |
| torch_dr | Man page Source code |
| tp_penalty | Source code |
| train_together_ind | Source code |
| unlist_order_preserving | Source code |
| update_factor_callback | Source code |
| update_miniconda_deepregression | Man page Source code |
| weight_control | Man page Source code |
| weight_reset | Source code |
