API Reference

• tell.data_process_compile module
  • compile_data()
• tell.data_process_eia_930 module
  • eia_data_subset()
  • list_EIA_930_files()
  • process_eia_930_data()
• tell.data_process_population module
  • ba_pop_sum()
  • extract_future_ba_population()
  • fips_pop_yearly()
  • merge_mapping_data()
  • process_ba_population_data()
• tell.data_spatial_mapping module
  • map_ba_service_territory()
  • process_spatial_mapping()
• tell.execute_forward module
  • aggregate_mlp_output_files()
  • execute_forward()
  • extract_gcam_usa_loads()
  • output_tell_ba_data()
  • output_tell_county_data()
  • output_tell_state_data()
  • output_tell_summary_data()
  • process_population_scenario()
• tell.install_forcing_data module
  • InstallForcingSample
    • InstallForcingSample.DATA_VERSION_URLS
    • InstallForcingSample.DEFAULT_VERSION
    • InstallForcingSample.fetch_zenodo()
  • install_sample_forcing_data()
• tell.install_quickstarter_data module
  • InstallQuickstarterData
    • InstallQuickstarterData.DATA_VERSION_URLS
    • InstallQuickstarterData.DEFAULT_VERSION
    • InstallQuickstarterData.fetch_zenodo()
  • install_quickstarter_data()
• tell.install_raw_data module
  • InstallRawData
    • InstallRawData.DATA_VERSION_URLS
    • InstallRawData.DEFAULT_VERSION
    • InstallRawData.fetch_zenodo()
  • install_tell_raw_data()
• tell.metadata_eia module
  • metadata_eia()
• tell.mlp_predict module
  • predict()
  • predict_batch()
• tell.mlp_prepare_data module
  • DatasetPredict
    • DatasetPredict.DATETIME_FIELD
    • DatasetPredict.HOLIDAY_FIELD
    • DatasetPredict.NODATA_VALUE
    • DatasetPredict.WEEKDAY_FIELD
    • DatasetPredict.breakout_day_designation()
    • DatasetPredict.clean_data()
    • DatasetPredict.extract_targets_features()
    • DatasetPredict.fetch_read_file()
    • DatasetPredict.format_filter_data()
    • DatasetPredict.generate_data()
    • DatasetPredict.update_default_settings()
    • DatasetPredict.update_hyperparameters()
  • DatasetTrain
    • DatasetTrain.DATETIME_FIELD
    • DatasetTrain.HOLIDAY_FIELD
    • DatasetTrain.NODATA_VALUE
    • DatasetTrain.WEEKDAY_FIELD
    • DatasetTrain.breakout_day_designation()
    • DatasetTrain.clean_data()
    • DatasetTrain.extract_targets_features()
    • DatasetTrain.fetch_read_file()
    • DatasetTrain.format_filter_data()
    • DatasetTrain.generate_data()
    • DatasetTrain.iqr_outlier_detection()
    • DatasetTrain.split_train_test()
    • DatasetTrain.update_default_settings()
    • DatasetTrain.update_hyperparameters()
  • DefaultSettings
    • DefaultSettings.DATETIME_FIELD
    • DefaultSettings.HOLIDAY_FIELD
    • DefaultSettings.NODATA_VALUE
    • DefaultSettings.WEEKDAY_FIELD
    • DefaultSettings.update_default_settings()
    • DefaultSettings.update_hyperparameters()
• tell.mlp_train module
  • train()
  • train_batch()
  • train_mlp_model()
• tell.mlp_utils module
  • denormalize_features()
  • evaluate()
  • get_balancing_authority_to_model_dict()
  • load_model()
  • load_normalization_dict()
  • load_predictive_models()
  • normalize_features()
  • normalize_prediction_data()
  • pickle_model()
  • pickle_normalization_dict()
• tell.package_data module
  • get_ba_abbreviations()
  • read_yaml()
• tell.states_fips_function module
  • state_metadata_from_state_abbreviation()
• tell.visualization module
  • plot_ba_load_time_series()
  • plot_ba_service_territory()
  • plot_ba_variable_correlations()
  • plot_mlp_ba_peak_week()
  • plot_mlp_ba_time_series()
  • plot_mlp_errors_vs_load()
  • plot_mlp_summary_statistics()
  • plot_state_annual_total_loads()
  • plot_state_load_duration_curve()
  • plot_state_load_time_series()
  • plot_state_scaling_factors()