Index

A

aggregate_probabilities() (in module superphot.classify)

B

bar_plot() (in module superphot.classify)

C

calc_metrics() (in module superphot.classify) classify() (in module superphot.classify) compile_data_table() (in module superphot.extract)

compile_parameters() (in module superphot.extract) cumhist() (in module superphot.classify) cut_outliers() (in module superphot.fit)

D

diagnostics() (in module superphot.fit)

E

extract_features() (in module superphot.extract)

F

flux_model() (in module superphot.fit)

flux_to_luminosity() (in module superphot.extract)

G

get_principal_components() (in module superphot.extract)

L

load_data() (in module superphot.util) load_results() (in module superphot.classify)

load_trace() (in module superphot.extract) logp() (superphot.fit.LogUniform method) LogUniform (class in superphot.fit)

M

make_confusion_matrix() (in module superphot.classify) make_new_priors() (in module superphot.fit) mean_axis0() (in module superphot.classify) module superphot.classify superphot.extract superphot.fit superphot.optimize superphot.util

more_samples() (superphot.classify.MultivariateGaussian method) MultivariateGaussian (class in superphot.classify)

P

ParameterOptimizer (class in superphot.optimize) plot_confusion_matrix() (in module superphot.classify) plot_feature_correlation() (in module superphot.extract) plot_feature_importance() (in module superphot.classify) plot_final_fits() (in module superphot.fit) plot_histograms() (in module superphot.util) plot_hyperparameters_3d() (in module superphot.optimize) plot_hyperparameters_with_diff() (in module superphot.optimize)

plot_metrics_by_number() (in module superphot.classify) plot_model_lcs() (in module superphot.fit) plot_pca_reconstruction() (in module superphot.extract) plot_principal_components() (in module superphot.extract) plot_priors() (in module superphot.fit) plot_results_by_number() (in module superphot.classify) produce_lc() (in module superphot.fit) project_onto_principal_components() (in module superphot.extract)

R

random() (superphot.fit.LogUniform method)

read_light_curve() (in module superphot.fit)

S

sample_or_load_trace() (in module superphot.fit) save_data() (in module superphot.extract) select_event_data() (in module superphot.fit) select_good_events() (in module superphot.extract) setup_model1() (in module superphot.fit) setup_model2() (in module superphot.fit) subplots_layout() (in module superphot.util) superphot.classify module

superphot.extract module superphot.fit module superphot.optimize module superphot.util module

T

test_hyperparams() (superphot.optimize.ParameterOptimizer method) titlecase() (in module superphot.optimize)

train_classifier() (in module superphot.classify) two_iteration_mcmc() (in module superphot.fit)

V

validate_classifier() (in module superphot.classify)

W

write_results() (in module superphot.classify)