Index

_

__init__() (GaugePredict.predict.GaugeDataModel method) (GaugePredict.predict.SequenceDataset method) (GaugePredict.predict.Trainer method)

B

build_aligned_test_series() (in module GaugePredict.plotting)

build_scores_table() (in module GaugePredict.plotting) build_target_dates() (in module GaugePredict.routines)

C

CNN_LSTM (class in GaugePredict.predict)

count_parameters() (in module GaugePredict.predict) create_datasets() (GaugePredict.predict.GaugeDataModel method)

E

evaluate() (GaugePredict.predict.Trainer method)

evaluate_on_test() (in module GaugePredict.predict) export_shap_sites() (in module GaugePredict.predict)

F

fit() (GaugePredict.predict.Trainer method)

forward() (GaugePredict.predict.CNN_LSTM method)

G

GaugebyHUC() (in module GaugePredict.downloader) GaugeDataModel (class in GaugePredict.predict) GaugePredict module GaugePredict.downloader module GaugePredict.plotting module GaugePredict.predict module

GaugePredict.routines module generate_full_index() (in module GaugePredict.routines) generate_sequences() (in module GaugePredict.routines) generate_train_test_masks() (in module GaugePredict.routines) get_allowed_sites_for_horizon() (in module GaugePredict.predict) get_examples_results_dir() (in module GaugePredict.plotting) get_hardware_info() (in module GaugePredict.predict) get_horizon_styles() (in module GaugePredict.plotting) get_project_root() (in module GaugePredict.routines)

H

horizon_dir() (in module GaugePredict.plotting) (in module GaugePredict.predict)

L

load_data() (in module GaugePredict.routines) load_hucs_3857() (in module GaugePredict.routines) load_previous_shap_df() (in module GaugePredict.predict) load_run_config() (in module GaugePredict.routines) load_saved_horizon_run() (in module GaugePredict.plotting)

load_saved_runs() (in module GaugePredict.plotting) load_shap_sites_csv() (in module GaugePredict.plotting) load_shap_tables_by_horizon() (in module GaugePredict.plotting) load_states() (in module GaugePredict.plotting) load_target() (in module GaugePredict.downloader) load_target_csv() (in module GaugePredict.routines)

M

module GaugePredict GaugePredict.downloader GaugePredict.plotting GaugePredict.predict GaugePredict.routines

N

normalize() (GaugePredict.predict.GaugeDataModel method)

nse_score() (in module GaugePredict.predict)

P

parameter_label_from_target() (in module GaugePredict.plotting) plot_hucs() (in module GaugePredict.plotting) plot_shap_geoplot_grid() (in module GaugePredict.plotting) plot_statistics() (in module GaugePredict.plotting)

plot_training_and_timeseries() (in module GaugePredict.plotting) prepare_data() (GaugePredict.predict.GaugeDataModel method) prepare_shap_sites_used() (in module GaugePredict.predict) process_data() (in module GaugePredict.routines)

R

resolve_under_project() (in module GaugePredict.routines)

run_horizon() (in module GaugePredict.predict)

S

save_compute_summary() (in module GaugePredict.predict) save_run_artifacts() (in module GaugePredict.predict) SequenceDataset (class in GaugePredict.predict)

set_channel_mask() (GaugePredict.predict.CNN_LSTM method) setup() (GaugePredict.predict.GaugeDataModel method) shap_sites_importance() (in module GaugePredict.predict) split_train_test() (GaugePredict.predict.GaugeDataModel method)

T

top_n_shap_sites() (in module GaugePredict.plotting)

train_epoch() (GaugePredict.predict.Trainer method) Trainer (class in GaugePredict.predict)

U

update_compute_summary() (in module GaugePredict.predict)

W

willmott_score() (in module GaugePredict.predict)