Index

A

aggregate_mlp_output_files() (in module tell.execute_forward)

B

ba_pop_sum() (in module tell.data_process_population)

breakout_day_designation() (tell.mlp_prepare_data.DatasetPredict method) (tell.mlp_prepare_data.DatasetTrain method)

C

clean_data() (tell.mlp_prepare_data.DatasetPredict method) (tell.mlp_prepare_data.DatasetTrain method)

compile_data() (in module tell.data_process_compile)

D

DATA_VERSION_URLS (tell.install_forcing_data.InstallForcingSample attribute) (tell.install_quickstarter_data.InstallQuickstarterData attribute) (tell.install_raw_data.InstallRawData attribute) DatasetPredict (class in tell.mlp_prepare_data) DatasetTrain (class in tell.mlp_prepare_data) DATETIME_FIELD (tell.mlp_prepare_data.DatasetPredict attribute) (tell.mlp_prepare_data.DatasetTrain attribute) (tell.mlp_prepare_data.DefaultSettings attribute)

DEFAULT_VERSION (tell.install_forcing_data.InstallForcingSample attribute) (tell.install_quickstarter_data.InstallQuickstarterData attribute) (tell.install_raw_data.InstallRawData attribute) DefaultSettings (class in tell.mlp_prepare_data) denormalize_features() (in module tell.mlp_utils)

E

eia_data_subset() (in module tell.data_process_eia_930) evaluate() (in module tell.mlp_utils) execute_forward() (in module tell.execute_forward)

extract_future_ba_population() (in module tell.data_process_population) extract_gcam_usa_loads() (in module tell.execute_forward) extract_targets_features() (tell.mlp_prepare_data.DatasetPredict method) (tell.mlp_prepare_data.DatasetTrain method)

F

fetch_read_file() (tell.mlp_prepare_data.DatasetPredict method) (tell.mlp_prepare_data.DatasetTrain method) fetch_zenodo() (tell.install_forcing_data.InstallForcingSample method) (tell.install_quickstarter_data.InstallQuickstarterData method) (tell.install_raw_data.InstallRawData method)

fips_pop_yearly() (in module tell.data_process_population) format_filter_data() (tell.mlp_prepare_data.DatasetPredict method) (tell.mlp_prepare_data.DatasetTrain method)

G

generate_data() (tell.mlp_prepare_data.DatasetPredict method) (tell.mlp_prepare_data.DatasetTrain method)

get_ba_abbreviations() (in module tell.package_data) get_balancing_authority_to_model_dict() (in module tell.mlp_utils)

H

HOLIDAY_FIELD (tell.mlp_prepare_data.DatasetPredict attribute) (tell.mlp_prepare_data.DatasetTrain attribute) (tell.mlp_prepare_data.DefaultSettings attribute)

I

install_quickstarter_data() (in module tell.install_quickstarter_data) install_sample_forcing_data() (in module tell.install_forcing_data) install_tell_raw_data() (in module tell.install_raw_data)

InstallForcingSample (class in tell.install_forcing_data) InstallQuickstarterData (class in tell.install_quickstarter_data) InstallRawData (class in tell.install_raw_data) iqr_outlier_detection() (tell.mlp_prepare_data.DatasetTrain method)

L

list_EIA_930_files() (in module tell.data_process_eia_930) load_model() (in module tell.mlp_utils)

load_normalization_dict() (in module tell.mlp_utils) load_predictive_models() (in module tell.mlp_utils)

M

map_ba_service_territory() (in module tell.data_spatial_mapping) merge_mapping_data() (in module tell.data_process_population) metadata_eia() (in module tell.metadata_eia) module tell tell.data_process_compile tell.data_process_eia_930 tell.data_process_population tell.data_spatial_mapping tell.execute_forward tell.install_forcing_data tell.install_quickstarter_data tell.install_raw_data tell.metadata_eia tell.mlp_predict tell.mlp_prepare_data tell.mlp_train tell.mlp_utils tell.package_data tell.states_fips_function tell.visualization

N

NODATA_VALUE (tell.mlp_prepare_data.DatasetPredict attribute) (tell.mlp_prepare_data.DatasetTrain attribute) (tell.mlp_prepare_data.DefaultSettings attribute)

normalize_features() (in module tell.mlp_utils) normalize_prediction_data() (in module tell.mlp_utils)

O

output_tell_ba_data() (in module tell.execute_forward) output_tell_county_data() (in module tell.execute_forward)

output_tell_state_data() (in module tell.execute_forward) output_tell_summary_data() (in module tell.execute_forward)

P

pickle_model() (in module tell.mlp_utils) pickle_normalization_dict() (in module tell.mlp_utils) plot_ba_load_time_series() (in module tell.visualization) plot_ba_service_territory() (in module tell.visualization) plot_ba_variable_correlations() (in module tell.visualization) plot_mlp_ba_peak_week() (in module tell.visualization) plot_mlp_ba_time_series() (in module tell.visualization) plot_mlp_errors_vs_load() (in module tell.visualization) plot_mlp_summary_statistics() (in module tell.visualization)

plot_state_annual_total_loads() (in module tell.visualization) plot_state_load_duration_curve() (in module tell.visualization) plot_state_load_time_series() (in module tell.visualization) plot_state_scaling_factors() (in module tell.visualization) predict() (in module tell.mlp_predict) predict_batch() (in module tell.mlp_predict) process_ba_population_data() (in module tell.data_process_population) process_eia_930_data() (in module tell.data_process_eia_930) process_population_scenario() (in module tell.execute_forward) process_spatial_mapping() (in module tell.data_spatial_mapping)

R

read_yaml() (in module tell.package_data)

S

split_train_test() (tell.mlp_prepare_data.DatasetTrain method)

state_metadata_from_state_abbreviation() (in module tell.states_fips_function)

T

tell module tell.data_process_compile module tell.data_process_eia_930 module tell.data_process_population module tell.data_spatial_mapping module tell.execute_forward module tell.install_forcing_data module tell.install_quickstarter_data module tell.install_raw_data module

tell.metadata_eia module tell.mlp_predict module tell.mlp_prepare_data module tell.mlp_train module tell.mlp_utils module tell.package_data module tell.states_fips_function module tell.visualization module train() (in module tell.mlp_train) train_batch() (in module tell.mlp_train) train_mlp_model() (in module tell.mlp_train)

U

update_default_settings() (tell.mlp_prepare_data.DatasetPredict static method) (tell.mlp_prepare_data.DatasetTrain static method) (tell.mlp_prepare_data.DefaultSettings static method)

update_hyperparameters() (tell.mlp_prepare_data.DatasetPredict method) (tell.mlp_prepare_data.DatasetTrain method) (tell.mlp_prepare_data.DefaultSettings method)

W

WEEKDAY_FIELD (tell.mlp_prepare_data.DatasetPredict attribute) (tell.mlp_prepare_data.DatasetTrain attribute) (tell.mlp_prepare_data.DefaultSettings attribute)