Index

A

aggregate_metrics() (in module supernnova.validation.metrics) arr_mean (supernnova.utils.data_utils.LogStandardized attribute)

arr_min (supernnova.utils.data_utils.LogStandardized attribute) arr_std (supernnova.utils.data_utils.LogStandardized attribute)

B

binned_2d() (in module supernnova.paper.superNNova_plots)

build_traintestval_splits() (in module supernnova.data.make_dataset)

C

cadence_acc_matrix() (in module supernnova.paper.superNNova_plots) check_data_exists() (supernnova.utils.experiment_settings.ExperimentSettings method) cnf_matrix() (in module supernnova.paper.superNNova_plots)

compute_delta_time() (in module supernnova.utils.data_utils) create_accuracy_latex_tables() (in module supernnova.paper.superNNova_metrics) create_OOD_classification_plots() (in module supernnova.paper.superNNova_plots) create_sigma_df() (in module supernnova.paper.superNNova_plots)

D

datasets_plots() (in module supernnova.paper.superNNova_plots)

detect_contaminant_types() (in module supernnova.data.make_dataset) distance_modulus() (in module supernnova.paper.superNNova_plots)

E

ExperimentSettings (class in supernnova.utils.experiment_settings)

G

get_calibration_metrics_singlemodel() (in module supernnova.validation.metrics) get_classification_stats_singlemodel() (in module supernnova.validation.metrics) get_delta_metrics() (in module supernnova.paper.superNNova_metrics)

get_entropy_metrics_singlemodel() (in module supernnova.validation.metrics) get_metrics_singlemodel() (in module supernnova.validation.metrics) get_rnn_performance_metrics_singlemodel() (in module supernnova.validation.metrics) get_uncertainty_metrics_singlemodel() (in module supernnova.validation.metrics)

H

hubble_residuals() (in module supernnova.paper.superNNova_plots)

L

load_fitfile() (in module supernnova.utils.data_utils) load_HDF5_SNinfo() (in module supernnova.utils.data_utils)

load_pandas_from_fit() (in module supernnova.utils.data_utils) log_standardization() (in module supernnova.utils.data_utils) LogStandardized (class in supernnova.utils.data_utils)

M

make_dataset() (in module supernnova.data.make_dataset) make_measurements_df() (in module supernnova.paper.superNNova_plots) module supernnova.data.make_dataset supernnova.paper.superNNova_metrics supernnova.paper.superNNova_plots supernnova.utils.data_utils supernnova.utils.experiment_settings supernnova.validation.metrics supernnova.visualization.visualize

multiplot_violin_paper() (in module supernnova.paper.superNNova_plots)

P

parse_sntypes_from_readme() (in module supernnova.data.make_dataset) performance_plots() (in module supernnova.paper.superNNova_plots) pivot_dataframe_batch() (in module supernnova.data.make_dataset) pivot_dataframe_single_from_df() (in module supernnova.data.make_dataset) plot_acc_matrix() (in module supernnova.paper.superNNova_plots) plot_acc_vs_nsn() (in module supernnova.paper.superNNova_plots) plot_calibration() (in module supernnova.paper.superNNova_plots) plot_confusion_matrix() (in module supernnova.paper.superNNova_plots) plot_HDres_histos_vs_z() (in module supernnova.paper.superNNova_plots)

plot_lightcurves() (in module supernnova.visualization.visualize) plot_lightcurves_from_hdf5() (in module supernnova.visualization.visualize) plot_random_preprocessed_lightcurves() (in module supernnova.visualization.visualize) plot_speed_benchmark() (in module supernnova.paper.superNNova_plots) preprocess_data() (in module supernnova.data.make_dataset) process_header_csv() (in module supernnova.utils.data_utils) process_header_FITS() (in module supernnova.utils.data_utils) process_single_csv() (in module supernnova.data.make_dataset) process_single_FITS() (in module supernnova.data.make_dataset) purity_vs_z() (in module supernnova.paper.superNNova_plots)

R

remove_data_post_large_delta_time() (in module supernnova.utils.data_utils)

resolve_sntypes() (in module supernnova.data.make_dataset)

S

save_to_HDF5() (in module supernnova.utils.data_utils) science_plots() (in module supernnova.paper.superNNova_plots) seaborn_formatting_mag() (in module supernnova.paper.superNNova_plots) sel_eff() (in module supernnova.paper.superNNova_plots) select_df() (in module supernnova.paper.superNNova_metrics) set_training_setting() (supernnova.utils.experiment_settings.ExperimentSettings method) sntype_decoded() (in module supernnova.utils.data_utils) supernnova.data.make_dataset module supernnova.paper.superNNova_metrics module

supernnova.paper.superNNova_plots module supernnova.utils.data_utils module supernnova.utils.experiment_settings module supernnova.validation.metrics module supernnova.visualization.visualize module

T

tag_type() (in module supernnova.utils.data_utils)

V

visualize() (in module supernnova.visualization.visualize)