Index

_

__eq__() (mango_genetic.individual.Individual method) __hash__() (mango_genetic.individual.Individual method) __params (mango_genetic.config.GeneticBaseConfig attribute) _abc_impl (mango_genetic.problem.Problem attribute) _adaptative_mutation() (mango_genetic.population.Population method) _add_offspring() (mango_genetic.population.Population method) _base_mutation() (mango_genetic.population.Population method) _blend_crossover() (mango_genetic.population.Population method) _boltzmann_selection() (mango_genetic.population.Population method) _calculate_coefficient_variation() (mango_genetic.population.Population method) _elitism_selection() (mango_genetic.population.Population method) _elitist_replacement() (mango_genetic.population.Population method) _elitist_stochastic_replacement() (mango_genetic.population.Population method) _flat_crossover() (mango_genetic.population.Population method) _gaussian_crossover() (mango_genetic.population.Population method) _linear_crossover() (mango_genetic.population.Population method)

_mask_crossover() (mango_genetic.population.Population method) _morphology_crossover() (mango_genetic.population.Population method) _mutate_binary() (mango_genetic.individual.Individual method) _mutate_integer() (mango_genetic.individual.Individual method) _mutate_real() (mango_genetic.individual.Individual method) _offspring_replacement() (mango_genetic.population.Population method) _one_split_crossover() (mango_genetic.population.Population method) _order_selection() (mango_genetic.population.Population method) _random_replacement() (mango_genetic.population.Population method) _random_selection() (mango_genetic.population.Population method) _rank_selection() (mango_genetic.population.Population method) _roulette_selection() (mango_genetic.population.Population method) _select_parents() (mango_genetic.population.Population method) _tournament_selection() (mango_genetic.population.Population method) _two_split_crossover() (mango_genetic.population.Population method) _update_fitness() (mango_genetic.population.Population method)

A

abs_mean() (in module mango_autoencoder.utils.processing) ackley() (in module mango.benchmark.optimization.ackley) activation_decoder (mango_autoencoder.autoencoder.AutoEncoder property) activation_encoder (mango_autoencoder.autoencoder.AutoEncoder property) add_covid_mark() (in module mango_time_series.utils.processing_time_series) add_note() (mango.shared.exceptions.ApiKeyError method) (mango.shared.exceptions.BadResponse method) (mango.shared.exceptions.InvalidCredentials method) (mango.shared.exceptions.JobError method) (mango.shared.exceptions.ValidationError method) (mango_genetic.shared.exceptions.ConfigurationError method) (mango_genetic.shared.exceptions.GeneticDiversity method) add_row() (mango.table.Table method) add_to_str_dt() (in module mango.processing.date_functions) adjust_excel_col_width() (in module mango.processing.file_functions) adjust_excel_col_width_2() (in module mango.processing.file_functions) AEMETClient (class in mango.clients.aemet) aggregate_to_input() (in module mango_time_series.utils.processing_time_series)

aggregate_to_input_cache() (in module mango_dashboard.time_series.dashboards.time_series_utils.data_processing) aggregate_to_input_pl() (in module mango_time_series.utils.processing_time_series) aggregate_to_input_pllazy() (in module mango_time_series.utils.processing_time_series) all_stations (mango.clients.aemet.AEMETClient property) analyze_error_by_columns() (in module mango_autoencoder.modules.anomaly_detector) anova_reconstruction_error() (in module mango_autoencoder.modules.anomaly_detector) ApiKeyError apply() (mango.table.Table method) apply_boxcox_with_lambda() (in module mango_time_series.exploratory_analysis.heteroscedasticity) apply_imputation() (mango.processing.data_imputer.DataImputer method) apply_padding() (in module mango_autoencoder.utils.processing) ArcGisClient (class in mango.clients.arcgis) as_date() (in module mango.processing.date_functions) as_datetime() (in module mango.processing.date_functions) as_list() (in module mango.processing.object_functions) as_str() (in module mango.processing.date_functions) auto_join() (mango.table.Table method) AutoEncoder (class in mango_autoencoder.autoencoder)

B

BadResponse BaseConfig (class in mango.config) bidirectional_decoder (mango_autoencoder.autoencoder.AutoEncoder property) bidirectional_encoder (mango_autoencoder.autoencoder.AutoEncoder property)

boxplot_reconstruction_error() (in module mango_autoencoder.utils.plots) build_and_train() (mango_autoencoder.autoencoder.AutoEncoder method) build_model() (mango_autoencoder.autoencoder.AutoEncoder method) bukin_function_6() (in module mango.benchmark.optimization.bukin)

C

calculate_fitness() (mango_genetic.problem.Problem method) calculate_horizon() (in module mango_dashboard.time_series.dashboards.time_series_utils.data_processing) calculate_min_diff_per_window() (in module mango_dashboard.time_series.dashboards.time_series_utils.data_processing) calculate_reconstruction_error() (in module mango_autoencoder.modules.anomaly_detector) calculate_seasonal_strength() (mango_time_series.exploratory_analysis.decomposition.SeasonalityDecompose static method) check_dependencies() (in module mango.shared.requirement_check) check_extension() (in module mango.processing.file_functions) check_type() (mango.table.Table method) checkpoint (mango_autoencoder.autoencoder.AutoEncoder property) Chrono (class in mango.logging.chrono) close_connection() (mango.clients.email_downloader.EmailDownloader method) col_apply() (mango.table.Table method) ColorFormatter (class in mango.logging.logger) concatenate_by_id() (mango_autoencoder.autoencoder.AutoEncoder method) config (mango_genetic.individual.Individual property) (mango_genetic.population.Population property) ConfigParameter (class in mango.config) ConfigurationError (class in mango_genetic.shared.exceptions) connect() (mango.clients.aemet.AEMETClient method) (mango.clients.arcgis.ArcGisClient method) (mango.clients.rest_client.RESTClient method) context_window (mango_autoencoder.autoencoder.AutoEncoder property) continue_running() (mango_genetic.population.Population method) convert_data_to_numpy() (in module mango_autoencoder.utils.processing) convert_df() (in module mango_dashboard.time_series.dashboards.time_series_utils.data_processing) copy() (mango_genetic.individual.Individual method) copy_deep() (mango.table.Table method)

copy_file() (mango.clients.google_cloud_storage.GoogleCloudStorage method) copy_shallow() (mango.table.Table method) corrected_data() (in module mango_autoencoder.modules.anomaly_detector) create_actual_vs_reconstructed_plot() (in module mango_autoencoder.utils.plots) create_config_template() (mango.config.BaseConfig class method) (mango_genetic.config.GeneticBaseConfig class method) create_dense_data() (in module mango_time_series.utils.processing_time_series) create_dense_data_pl() (in module mango_time_series.utils.processing_time_series) create_dense_data_pllazy() (in module mango_time_series.utils.processing_time_series) create_error_analysis_dashboard() (in module mango_autoencoder.utils.plots) create_folder_structure() (mango_autoencoder.autoencoder.AutoEncoder static method) create_lags_col() (in module mango_time_series.utils.processing_time_series) create_random_genes() (mango_genetic.individual.Individual method) create_random_individual() (mango_genetic.individual.Individual class method) create_recent_variables() (in module mango_time_series.utils.moving_averages) create_recurrent_dataset() (in module mango_time_series.utils.processing_time_series) create_season_unit_previous_date() (in module mango_time_series.utils.moving_averages) create_seasonal_variables() (in module mango_time_series.utils.moving_averages) create_tabular_structure() (in module mango_time_series.utils.tabular_structure) create_tabular_structure_pl() (in module mango_time_series.utils.tabular_structure) create_time_features() (in module mango_time_series.utils.time_features) cross_in_tray() (in module mango.benchmark.optimization.cross_in_tray) crossover() (mango_genetic.population.Population method) cumsum() (in module mango.processing.object_functions) custom_endpoint() (mango.clients.aemet.AEMETClient method) custom_mask (mango_autoencoder.autoencoder.AutoEncoder property) custom_weights() (in module mango_time_series.utils.time_features)

D

data (mango_autoencoder.autoencoder.AutoEncoder property) DataImputer (class in mango.processing.data_imputer) dataset_from_excel() (mango.table.Table class method) dataset_from_json() (mango.table.Table class method) date_add_weeks_days() (in module mango.processing.date_functions) date_time_add_minutes() (in module mango.processing.date_functions) decoder() (in module mango_autoencoder.modules.decoder) decodoc() (in module mango.mango.decodoc.decodoc) decodoc_setup() (in module mango.mango.decodoc.decodoc) decompose_mstl() (mango_time_series.exploratory_analysis.decomposition.SeasonalityDecompose static method) decompose_stl() (mango_time_series.exploratory_analysis.decomposition.SeasonalityDecompose static method) delete_file() (mango.clients.google_cloud_storage.GoogleCloudStorage method) denormalize_data() (in module mango_autoencoder.utils.processing) detect_and_transform_heteroscedasticity() (in module mango_time_series.exploratory_analysis.heteroscedasticity) detect_seasonality() (mango_time_series.exploratory_analysis.decomposition.SeasonalityDecompose method) (mango_time_series.exploratory_analysis.seasonal.SeasonalityDetector method)

detect_seasonality_periodogram() (mango_time_series.exploratory_analysis.seasonal.SeasonalityDetector static method) detect_significant_seasonality_acf() (mango_time_series.exploratory_analysis.seasonal.SeasonalityDetector static method) df_to_dict() (in module mango.processing.object_functions) df_to_list() (in module mango.processing.object_functions) differentiate_target() (in module mango_time_series.exploratory_analysis.differentiation) distinct() (mango.table.Table method) dolan_function_no2() (in module mango.benchmark.optimization.dolan) dominates() (mango_genetic.individual.Individual method) download_to_file() (mango.clients.google_cloud_storage.GoogleCloudStorage method) download_to_object() (mango.clients.google_cloud_storage.GoogleCloudStorage method) drop() (mango.table.Table method) drop_empty() (mango.table.Table method) drop_negative_output() (in module mango_time_series.utils.processing_time_series) drop_negative_output_pl() (in module mango_time_series.utils.processing_time_series) drop_nested() (mango.table.Table method) drop_wave() (in module mango.benchmark.optimization.drop_wave) dt_to_str() (in module mango.processing.date_functions)

E

egg_holder() (in module mango.benchmark.optimization.egg_holder) EmailDownloader (class in mango.clients.email_downloader) EmailSender (class in mango.clients.email_sender) emit() (mango.logging.logger.JSONFileHandler method) encoder() (in module mango_autoencoder.modules.encoder)

encoding (mango_genetic.individual.Individual property) evaluator (mango_genetic.population.Population property) expect_status() (mango.clients.aemet.AEMETClient static method) (mango.clients.rest_client.RESTClient static method) extract_fitness() (mango_genetic.population.Population static method)

F

feature_to_check (mango_autoencoder.autoencoder.AutoEncoder property) feature_weights (mango_autoencoder.autoencoder.AutoEncoder property) features_name (mango_autoencoder.autoencoder.AutoEncoder property) fetch_unread_emails() (mango.clients.email_downloader.EmailDownloader method) FileExplorerApp (class in mango_dashboard.file_explorer.dashboards.file_explorer_app) FileExplorerHandler (class in mango_dashboard.file_explorer.dashboards.file_explorer_handlers) filter() (mango.table.Table method) first() (in module mango.processing.object_functions) fitness (mango_genetic.individual.Individual property)

flatten() (in module mango.processing.object_functions) form (mango_autoencoder.autoencoder.AutoEncoder property) format() (mango.logging.logger.ColorFormatter method) (mango.logging.logger.JSONFormatter method) format_dataset() (mango.table.Table class method) from_columns() (mango.table.Table class method) from_csv() (mango.table.Table class method) from_json() (mango.table.Table class method) from_pandas() (mango.table.Table class method) full_join() (mango.table.Table method)

G

GCPFileExplorerHandler (class in mango_dashboard.file_explorer.dashboards.file_explorer_handlers) genes (mango_genetic.individual.Individual property) GeneticBaseConfig (class in mango_genetic.config) GeneticDiversity (class in mango_genetic.shared.exceptions) get_basic_logger() (in module mango.logging.logger) get_calendar() (in module mango_calendar.calendar_features) get_col_names() (mango.table.Table method) get_column_widths() (in module mango.processing.file_functions) get_configured_logger() (in module mango.logging.logger) get_corr_matrix() (in module mango_time_series.utils.processing_time_series) get_corr_matrix_aux() (in module mango_time_series.utils.processing_time_series) get_covid_lockdowns() (in module mango_calendar.date_utils) get_date_col_candidate() (in module mango_time_series.utils.processing_time_series) get_date_from_string() (in module mango.processing.date_functions) get_date_string_from_ts() (in module mango.processing.date_functions) get_date_string_from_ts_string() (in module mango.processing.date_functions) get_date_time_from_string() (in module mango.processing.date_functions) get_default_dialect() (in module mango.processing.file_functions) get_default_table_style() (in module mango.processing.file_functions) get_dict() (in module mango.mango.decodoc.decodoc) get_file_or_folder_paths() (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.FileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.GCPFileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.LocalFileExplorerHandler method)

get_forecast_data() (mango.clients.aemet.AEMETClient method) get_gap() (in module mango.models.pyomo) get_geolocation() (mango.clients.arcgis.ArcGisClient method) get_holidays_df() (in module mango_calendar.date_utils) get_hour_from_date_time() (in module mango.processing.date_functions) get_hour_from_string() (in module mango.processing.date_functions) get_index() (mango.table.Table method) get_meteo_data() (mango.clients.aemet.AEMETClient method) get_optimal_lambda() (in module mango_time_series.exploratory_analysis.heteroscedasticity) get_origin_destination_matrix() (mango.clients.arcgis.ArcGisClient method) get_status() (in module mango.models.pyomo) get_time_slot_string() (in module mango.processing.date_functions) get_ts_dataset() (in module mango_time_series.data) get_week_from_string() (in module mango.processing.date_functions) get_week_from_ts() (in module mango.processing.date_functions) GoogleCloudStorage (class in mango.clients.google_cloud_storage) gramacy_lee() (in module mango.benchmark.optimization.gramacy_lee) griewank() (in module mango.benchmark.optimization.griewank) group_by() (mango.table.Table method) group_mutate() (mango.table.Table method)

H

handle_id_columns() (in module mango_autoencoder.utils.processing) haversine() (in module mango.shared.spatial) HaversineArgs (class in mango.shared.spatial)

head() (mango.table.Table method) hidden_dim (mango_autoencoder.autoencoder.AutoEncoder property) holder_table() (in module mango.benchmark.optimization.holder_table)

I

id_columns_indices (mango_autoencoder.autoencoder.AutoEncoder property) id_data (mango_autoencoder.autoencoder.AutoEncoder property) id_data_dict (mango_autoencoder.autoencoder.AutoEncoder property) id_data_dict_mask (mango_autoencoder.autoencoder.AutoEncoder property) id_data_mask (mango_autoencoder.autoencoder.AutoEncoder property) id_pivot() (in module mango_autoencoder.utils.processing) idx (mango_genetic.individual.Individual property) imputer (mango_autoencoder.autoencoder.AutoEncoder property) Individual (class in mango_genetic.individual) init_population() (mango_genetic.population.Population method) inner_join() (mango.table.Table method) instance_from_dict() (in module mango.models.pyomo) instance_from_excel() (in module mango.models.pyomo) instance_from_json() (in module mango.models.pyomo) interface_visualization() (in module mango_dashboard.time_series.dashboards.time_series_app) InvalidCredentials inverted_ackley() (in module mango.benchmark.optimization.ackley) inverted_bukin_function_6() (in module mango.benchmark.optimization.bukin) inverted_cross_in_tray() (in module mango.benchmark.optimization.cross_in_tray) inverted_dolan_function_no2() (in module mango.benchmark.optimization.dolan)

inverted_drop_wave() (in module mango.benchmark.optimization.drop_wave) inverted_egg_holder() (in module mango.benchmark.optimization.egg_holder) inverted_gramacy_lee() (in module mango.benchmark.optimization.gramacy_lee) inverted_griewank() (in module mango.benchmark.optimization.griewank) inverted_holder_table() (in module mango.benchmark.optimization.holder_table) inverted_langermann() (in module mango.benchmark.optimization.langermann) inverted_levy() (in module mango.benchmark.optimization.levy) inverted_levy_no13() (in module mango.benchmark.optimization.levy) inverted_rastrigin() (in module mango.benchmark.optimization.rastrigin) inverted_rosenbrock() (in module mango.benchmark.optimization.rosenbrock) inverted_schaffer_function_no2() (in module mango.benchmark.optimization.schaffer) inverted_schaffer_function_no4() (in module mango.benchmark.optimization.schaffer) inverted_schwefel() (in module mango.benchmark.optimization.schwefel) is_dir() (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.FileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.GCPFileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.LocalFileExplorerHandler method) is_excel_file() (in module mango.processing.file_functions) is_feasible() (in module mango.models.pyomo) is_json_file() (in module mango.processing.file_functions) is_unique() (mango.table.Table method)

J

JobError join() (mango.table.Table method)

JSONFileHandler (class in mango.logging.logger) JSONFormatter (class in mango.logging.logger)

K

kapply() (mango.table.Table method)

kvapply() (mango.table.Table method)

L

lag_col() (mango.table.Table method) lag_list() (in module mango.processing.object_functions) langermann() (in module mango.benchmark.optimization.langermann) last() (in module mango.processing.object_functions) lead_list() (in module mango.processing.object_functions) left_join() (mango.table.Table method) levy() (in module mango.benchmark.optimization.levy) levy_function_no13() (in module mango.benchmark.optimization.levy) list_files() (mango.clients.google_cloud_storage.GoogleCloudStorage method) list_files_directory() (in module mango.processing.file_functions) load_csv() (in module mango.processing.file_functions)

load_csv_light() (in module mango.processing.file_functions) load_data() (in module mango_dashboard.time_series.dashboards.time_series_utils.data_loader) load_excel() (in module mango.processing.file_functions) load_excel_light() (in module mango.processing.file_functions) load_excel_sheet() (in module mango.processing.file_functions) load_from_pickle() (mango_autoencoder.autoencoder.AutoEncoder class method) load_json() (in module mango.processing.file_functions) load_str_iterable() (in module mango.processing.file_functions) load_variable() (in module mango.models.pyomo) LocalFileExplorerHandler (class in mango_dashboard.file_explorer.dashboards.file_explorer_handlers) log_time() (in module mango.logging.decorators)

M

make_stationary() (mango_time_series.exploratory_analysis.stationary.StationaryTester method) manage_files() (in module mango_dashboard.time_series.dashboards.time_series_utils.file_uploader) mango.mango.decodoc.decodoc module mango.models.pyomo module mango.processing.date_functions module mango.processing.file_functions module mango.processing.object_functions module mango.shared.const module mango.shared.decorators module mango.shared.exceptions module mango.shared.requirement_check module mango.shared.spatial module mango_autoencoder.modules.anomaly_detector module mango_autoencoder.modules.decoder module mango_autoencoder.modules.encoder module mango_autoencoder.utils.plots module mango_autoencoder.utils.processing module mango_autoencoder.utils.sequences module mango_calendar.calendar_features module mango_calendar.date_utils module mango_dashboard.time_series.dashboards.time_series_utils.constants module mango_dashboard.time_series.dashboards.time_series_utils.data_loader module mango_dashboard.time_series.dashboards.time_series_utils.data_processing module mango_dashboard.time_series.dashboards.time_series_utils.file_uploader module mango_dashboard.time_series.dashboards.time_series_utils.ui_components module mango_time_series.exploratory_analysis.differentiation module mango_time_series.exploratory_analysis.heteroscedasticity module

mango_time_series.utils.moving_averages module mango_time_series.utils.processing_time_series module mango_time_series.utils.tabular_structure module mango_time_series.utils.time_features module mask_test (mango_autoencoder.autoencoder.AutoEncoder property) mask_train (mango_autoencoder.autoencoder.AutoEncoder property) mask_val (mango_autoencoder.autoencoder.AutoEncoder property) masked_weighted_mse() (mango_autoencoder.autoencoder.AutoEncoder static method) model_data_to_excel() (in module mango.models.pyomo) model_optimizer (mango_autoencoder.autoencoder.AutoEncoder property) modify_value() (mango.config.BaseConfig method) (mango_genetic.config.GeneticBaseConfig method) module mango.mango.decodoc.decodoc mango.models.pyomo mango.processing.date_functions mango.processing.file_functions mango.processing.object_functions mango.shared.const mango.shared.decorators mango.shared.exceptions mango.shared.requirement_check mango.shared.spatial mango_autoencoder.modules.anomaly_detector mango_autoencoder.modules.decoder mango_autoencoder.modules.encoder mango_autoencoder.utils.plots mango_autoencoder.utils.processing mango_autoencoder.utils.sequences mango_calendar.calendar_features mango_calendar.date_utils mango_dashboard.time_series.dashboards.time_series_utils.constants mango_dashboard.time_series.dashboards.time_series_utils.data_loader mango_dashboard.time_series.dashboards.time_series_utils.data_processing mango_dashboard.time_series.dashboards.time_series_utils.file_uploader mango_dashboard.time_series.dashboards.time_series_utils.ui_components mango_time_series.exploratory_analysis.differentiation mango_time_series.exploratory_analysis.heteroscedasticity mango_time_series.utils.moving_averages mango_time_series.utils.processing_time_series mango_time_series.utils.tabular_structure mango_time_series.utils.time_features month_as_bspline() (in module mango_time_series.utils.time_features) move_file() (mango.clients.google_cloud_storage.GoogleCloudStorage method) municipios (mango.clients.aemet.AEMETClient property) mutate() (mango.table.Table method) (mango_genetic.individual.Individual method) (mango_genetic.population.Population method)

N

nan_coordinates (mango_autoencoder.autoencoder.AutoEncoder property) new() (mango.logging.chrono.Chrono method) normalization_method (mango_autoencoder.autoencoder.AutoEncoder property) normalize (mango_autoencoder.autoencoder.AutoEncoder property)

normalize_data() (in module mango_autoencoder.utils.processing) normalize_data_for_prediction() (in module mango_autoencoder.utils.processing) normalize_data_for_training() (in module mango_autoencoder.utils.processing) num_layers (mango_autoencoder.autoencoder.AutoEncoder property)

O

order_by() (mango.table.Table method)

P

pad_to_end_of_year() (in module mango_dashboard.time_series.dashboards.time_series_utils.ui_components) parents (mango_genetic.individual.Individual property) parse() (mango.config.ConfigParameter method) path_exists() (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.FileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.GCPFileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.LocalFileExplorerHandler method) peek() (mango.table.Table method) pickle_copy() (in module mango.processing.object_functions) pivot_longer() (mango.table.Table method) pivot_wider() (mango.table.Table method) pk_load() (mango.table.Table class method) pk_save() (mango.table.Table method) plot_actual_and_reconstructed() (in module mango_autoencoder.utils.plots)

plot_anomaly_proportions() (in module mango_autoencoder.utils.plots) plot_corrected_data() (in module mango_autoencoder.utils.plots) plot_error_visualization() (in module mango_dashboard.time_series.dashboards.time_series_utils.ui_components) plot_forecast() (in module mango_dashboard.time_series.dashboards.time_series_utils.ui_components) plot_loss_history() (in module mango_autoencoder.utils.plots) plot_reconstruction_iterations() (in module mango_autoencoder.utils.plots) plot_time_series() (in module mango_dashboard.time_series.dashboards.time_series_utils.ui_components) Population (class in mango_genetic.population) prepare_datasets() (mango_autoencoder.autoencoder.AutoEncoder method) preview_data() (in module mango_dashboard.time_series.dashboards.time_series_utils.file_uploader) Problem (class in mango_genetic.problem) process_data() (in module mango_dashboard.time_series.dashboards.time_series_utils.data_processing) process_time_series() (in module mango_time_series.utils.processing_time_series) pydantic_validation() (in module mango.shared.decorators)

R

raise_if_inconsistency() (in module mango_time_series.utils.processing_time_series) rastrigin() (in module mango.benchmark.optimization.rastrigin) rbind() (mango.table.Table method) read_html() (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.FileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.GCPFileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.LocalFileExplorerHandler method) read_img() (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.FileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.GCPFileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.LocalFileExplorerHandler method) read_json() (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.FileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.GCPFileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.LocalFileExplorerHandler method) read_markdown() (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.FileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.GCPFileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.LocalFileExplorerHandler method) reconstruct() (mango_autoencoder.autoencoder.AutoEncoder method) reconstruct_new_data() (mango_autoencoder.autoencoder.AutoEncoder method) reconstruction_error() (in module mango_autoencoder.modules.anomaly_detector) reconstruction_error_summary() (in module mango_autoencoder.modules.anomaly_detector) reintroduce_nans() (in module mango_autoencoder.utils.processing)

rename() (mango.table.Table method) rename_file() (mango.clients.google_cloud_storage.GoogleCloudStorage method) rename_to_common_ts_names() (in module mango_time_series.utils.processing_time_series) rename_to_common_ts_names_pl() (in module mango_time_series.utils.processing_time_series) render_script() (in module mango_dashboard.time_series.dashboards.time_series_utils.data_processing) replace() (mango.table.Table method) (mango_genetic.population.Population method) replace_empty() (mango.table.Table method) replace_nan() (mango.table.Table method) report() (mango.logging.chrono.Chrono method) report_all() (mango.logging.chrono.Chrono method) request_handler() (mango.clients.aemet.AEMETClient static method) (mango.clients.rest_client.RESTClient static method) RESTClient (class in mango.clients.rest_client) reverse_dict() (in module mango.processing.object_functions) right_join() (mango.table.Table method) rosenbrock() (in module mango.benchmark.optimization.rosenbrock) row_number() (in module mango.processing.object_functions) run() (mango_dashboard.file_explorer.dashboards.file_explorer_app.FileExplorerApp method) (mango_genetic.population.Population method)

S

safe_value() (in module mango.models.pyomo) save() (mango_autoencoder.autoencoder.AutoEncoder method) save_attachments() (mango.clients.email_downloader.EmailDownloader static method) save_csv() (in module mango_autoencoder.utils.processing) save_path (mango_autoencoder.autoencoder.AutoEncoder property) schaffer_function_no2() (in module mango.benchmark.optimization.schaffer) schaffer_function_no4() (in module mango.benchmark.optimization.schaffer) schwefel() (in module mango.benchmark.optimization.schwefel) SeasonalityDecompose (class in mango_time_series.exploratory_analysis.decomposition) SeasonalityDetector (class in mango_time_series.exploratory_analysis.seasonal) seed (mango_autoencoder.autoencoder.AutoEncoder property) select() (mango.table.Table method) select_series() (in module mango_dashboard.time_series.dashboards.time_series_utils.ui_components) selection() (mango_genetic.population.Population method) send_email_with_attachments() (mango.clients.email_sender.EmailSender method) series_as_columns() (in module mango_time_series.utils.processing_time_series) series_as_rows() (in module mango_time_series.utils.processing_time_series)

setup_sidebar() (in module mango_dashboard.time_series.dashboards.time_series_utils.ui_components) show_rows() (mango.table.Table method) shuffle (mango_autoencoder.autoencoder.AutoEncoder property) shuffle_buffer_size (mango_autoencoder.autoencoder.AutoEncoder property) solver_result_from_json() (in module mango.models.pyomo) solver_result_to_json() (in module mango.models.pyomo) sorted() (mango.table.Table method) start() (mango.logging.chrono.Chrono method) StationaryTester (class in mango_time_series.exploratory_analysis.stationary) std_error_threshold() (in module mango_autoencoder.modules.anomaly_detector) stop() (mango.logging.chrono.Chrono method) (mango_genetic.population.Population method) stop_all() (mango.logging.chrono.Chrono method) str_to_d() (in module mango.processing.date_functions) str_to_dt() (in module mango.processing.date_functions) sum_all() (mango.table.Table method) summarise() (mango.table.Table method)

T

Table (class in mango.table) take() (mango.table.Table method) test_adf() (mango_time_series.exploratory_analysis.stationary.StationaryTester static method) test_kpss() (mango_time_series.exploratory_analysis.stationary.StationaryTester static method) TEST_SIZE (mango_autoencoder.autoencoder.AutoEncoder attribute) test_size (mango_autoencoder.autoencoder.AutoEncoder property) time_series_split() (in module mango_autoencoder.utils.processing) time_series_to_sequence() (in module mango_autoencoder.utils.sequences) time_step_to_check (mango_autoencoder.autoencoder.AutoEncoder property) to_columns() (mango.table.Table method)

to_csv() (mango.table.Table method) to_excel() (mango.table.Table method) to_json() (mango.table.Table method) to_pandas() (mango.table.Table method) to_param() (mango.table.Table method) to_set2() (mango.table.Table method) to_tz() (in module mango.processing.date_functions) train() (mango_autoencoder.autoencoder.AutoEncoder method) TRAIN_SIZE (mango_autoencoder.autoencoder.AutoEncoder attribute) train_size (mango_autoencoder.autoencoder.AutoEncoder property)

U

unique() (in module mango.processing.object_functions) (mango.table.Table method) unique2() (mango.table.Table method) update_best() (mango_genetic.population.Population method) update_population() (mango_genetic.population.Population method)

upload_files() (in module mango_dashboard.time_series.dashboards.time_series_utils.file_uploader) upload_from_file() (mango.clients.google_cloud_storage.GoogleCloudStorage method) upload_from_filename() (mango.clients.google_cloud_storage.GoogleCloudStorage method) upload_from_folder() (mango.clients.google_cloud_storage.GoogleCloudStorage method) upload_object() (mango.clients.google_cloud_storage.GoogleCloudStorage method) use_mask (mango_autoencoder.autoencoder.AutoEncoder property)

V

VAL_SIZE (mango_autoencoder.autoencoder.AutoEncoder attribute) val_size (mango_autoencoder.autoencoder.AutoEncoder property) validate_args() (in module mango.shared.decorators) ValidationError vapply() (mango.table.Table method)

var_to_sdict() (in module mango.models.pyomo) var_to_table() (in module mango.models.pyomo) variables_to_excel() (in module mango.models.pyomo) variables_to_json() (in module mango.models.pyomo) verbose (mango_autoencoder.autoencoder.AutoEncoder property) vfilter() (mango.table.Table method)

W

with_traceback() (mango.shared.exceptions.ApiKeyError method) (mango.shared.exceptions.BadResponse method) (mango.shared.exceptions.InvalidCredentials method) (mango.shared.exceptions.JobError method) (mango.shared.exceptions.ValidationError method) (mango_genetic.shared.exceptions.ConfigurationError method) (mango_genetic.shared.exceptions.GeneticDiversity method) write_cbc_warmstart_file() (in module mango.models.pyomo)

write_csv() (in module mango.processing.file_functions) write_csv_light() (in module mango.processing.file_functions) write_excel() (in module mango.processing.file_functions) write_excel_light() (in module mango.processing.file_functions) write_iterables_as_str() (in module mango.processing.file_functions) write_json() (in module mango.processing.file_functions) write_json_fe() (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.FileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.GCPFileExplorerHandler method) (mango_dashboard.file_explorer.dashboards.file_explorer_handlers.LocalFileExplorerHandler method)

X

x_train_no_shuffle (mango_autoencoder.autoencoder.AutoEncoder property)