Index

A

add_channel() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

apply_conditions() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

B

batch_plot() (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

C

col_normalization() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

D

data_availibility() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) data_to_model_input_transform() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) dddt_gfm.dataloaders.dataloader_DIW module dddt_gfm.dataloaders.dataloader_sunsmart module

dddt_gfm.dataloaders.rwb_dataloader_sunsmart module dddt_gfm.models.stGAE module dddt_gfm.util.callbacks module dddt_gfm.util.io module DIWDataset (class in dddt_gfm.dataloaders.dataloader_DIW)

E

extract_numbers() (in module dddt_gfm.dataloaders.dataloader_sunsmart) (in module dddt_gfm.dataloaders.rwb_dataloader_sunsmart)

F

find_indices_within_bins() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) forward() (dddt_gfm.models.stGAE.STConvAE method) (dddt_gfm.models.stGAE.STConvDecoder method) (dddt_gfm.models.stGAE.STConvEncoder method) (dddt_gfm.models.stGAE.TemporalConv method) (dddt_gfm.models.stGAE.TemporalDeConv1 method) (dddt_gfm.models.stGAE.TemporalDeConv2 method)

G

generate_datasetgrade_adjacency_matrix() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) generate_distance_adjacency_matrix() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) generate_feature_adjacency_matrix() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) get_channel_indices() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) get_longest_timespan() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

get_model_inputs() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) get_model_parameters() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) get_modelprediction_stats() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) get_windows() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

H

haversine() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

I

intialize_directories() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

L

LossPlotCallback (class in dddt_gfm.util.callbacks)

M

module dddt_gfm.dataloaders.dataloader_DIW dddt_gfm.dataloaders.dataloader_sunsmart dddt_gfm.dataloaders.rwb_dataloader_sunsmart dddt_gfm.models.stGAE dddt_gfm.util.callbacks dddt_gfm.util.io

O

on_train_epoch_end() (dddt_gfm.util.callbacks.LossPlotCallback method)

on_validation_epoch_end() (dddt_gfm.util.callbacks.LossPlotCallback method) OSF_download() (in module dddt_gfm.util.io)

P

plot_losses() (dddt_gfm.util.callbacks.LossPlotCallback method)

R

read_files_with_nodeID() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

read_from_tabular() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

S

set_date_range() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) set_model_inputs() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) set_train_test_splits() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) set_window_size() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) split_columns_randomly() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

split_nodes_from_rowwise() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) split_windows_randomly() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) STConvAE (class in dddt_gfm.models.stGAE) STConvDecoder (class in dddt_gfm.models.stGAE) STConvEncoder (class in dddt_gfm.models.stGAE) stDataloader (class in dddt_gfm.dataloaders.dataloader_sunsmart) (class in dddt_gfm.dataloaders.rwb_dataloader_sunsmart) subset() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

T

tabular_to_matrix() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) TemporalConv (class in dddt_gfm.models.stGAE)

TemporalDeConv1 (class in dddt_gfm.models.stGAE) TemporalDeConv2 (class in dddt_gfm.models.stGAE) ts_reindex_with_interpolation() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

W

weight_subset() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method) weight_to_model_input_transform() (dddt_gfm.dataloaders.dataloader_sunsmart.stDataloader method) (dddt_gfm.dataloaders.rwb_dataloader_sunsmart.stDataloader method)

within_n_std_dev() (in module dddt_gfm.dataloaders.dataloader_sunsmart) (in module dddt_gfm.dataloaders.rwb_dataloader_sunsmart)