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Index

A

add_range_to_name() (in module edelweiss.clf_diagnostics)

C

check_convergence() (in module edelweiss.nflow_utils)

Classifier (class in edelweiss.classifier) custom_roc_auc_score() (in module edelweiss.clf_utils)

E

edelweiss module edelweiss.classifier module edelweiss.clf_diagnostics module edelweiss.clf_utils module edelweiss.custom_clfs module edelweiss.custom_regs module

edelweiss.emulator module edelweiss.nflow module edelweiss.nflow_utils module edelweiss.reg_utils module edelweiss.regressor module edelweiss.tf_utils module EpochProgressCallback (class in edelweiss.tf_utils)

F

fit() (edelweiss.classifier.Classifier method) (edelweiss.classifier.MultiClassifier method) (edelweiss.custom_clfs.NeuralNetworkClassifier method) (edelweiss.custom_regs.NeuralNetworkRegressor method) (edelweiss.nflow.Nflow method) (edelweiss.regressor.Regressor method)

G

get_all_scores() (in module edelweiss.clf_diagnostics) get_all_scores_multiclass() (in module edelweiss.clf_diagnostics) get_classifier() (in module edelweiss.clf_utils) get_classifier_args() (in module edelweiss.clf_utils) get_clf_name() (in module edelweiss.clf_utils) get_confusion_matrix() (in module edelweiss.clf_diagnostics)

get_default_ranges_for_spider() (in module edelweiss.clf_diagnostics) get_detection_label() (in module edelweiss.clf_utils) get_name() (in module edelweiss.clf_diagnostics) get_regressor() (in module edelweiss.reg_utils) get_scaler() (in module edelweiss.clf_utils) get_scalers() (in module edelweiss.nflow_utils) get_scorer() (in module edelweiss.clf_utils)

L

load_classifier() (in module edelweiss.classifier) load_emulator() (in module edelweiss.emulator) load_hyperparams() (in module edelweiss.clf_utils)

load_multiclassifier() (in module edelweiss.classifier) load_nflow() (in module edelweiss.nflow) load_regressor() (in module edelweiss.regressor)

M

ModelNotConvergedError module edelweiss edelweiss.classifier edelweiss.clf_diagnostics edelweiss.clf_utils edelweiss.custom_clfs edelweiss.custom_regs edelweiss.emulator edelweiss.nflow edelweiss.nflow_utils edelweiss.reg_utils edelweiss.regressor edelweiss.tf_utils

MultiClassClassifier (class in edelweiss.classifier) MultiClassifier (class in edelweiss.classifier)

N

NeuralNetworkClassifier (class in edelweiss.custom_clfs) NeuralNetworkRegressor (class in edelweiss.custom_regs)

Nflow (class in edelweiss.nflow) ngal_hist_scorer() (in module edelweiss.clf_utils) ngal_scorer() (in module edelweiss.clf_utils)

O

on_epoch_end() (edelweiss.tf_utils.EpochProgressCallback method)

on_train_begin() (edelweiss.tf_utils.EpochProgressCallback method) on_train_end() (edelweiss.tf_utils.EpochProgressCallback method)

P

plot_all_scores() (in module edelweiss.clf_diagnostics) plot_calibration_curve() (in module edelweiss.clf_diagnostics) plot_classifier_comparison() (in module edelweiss.clf_diagnostics) plot_diagnostics() (in module edelweiss.clf_diagnostics) plot_feature_importances() (in module edelweiss.clf_diagnostics) plot_hist_fp_fn_tp_tn() (in module edelweiss.clf_diagnostics) plot_hist_n_gal() (in module edelweiss.clf_diagnostics) plot_pr_curve() (in module edelweiss.clf_diagnostics) plot_roc_curve() (in module edelweiss.clf_diagnostics) plot_spider_scores() (in module edelweiss.clf_diagnostics) predict() (edelweiss.classifier.Classifier method) (edelweiss.classifier.MultiClassClassifier method) (edelweiss.classifier.MultiClassifier method) (edelweiss.custom_clfs.NeuralNetworkClassifier method) (edelweiss.custom_regs.NeuralNetworkRegressor method) (edelweiss.regressor.Regressor method)

predict_non_proba() (edelweiss.classifier.Classifier method) (edelweiss.classifier.MultiClassClassifier method) (edelweiss.classifier.MultiClassifier method) predict_proba() (edelweiss.classifier.Classifier method) (edelweiss.classifier.MultiClassClassifier method) (edelweiss.classifier.MultiClassifier method) (edelweiss.custom_clfs.NeuralNetworkClassifier method) prepare_columns() (in module edelweiss.nflow_utils) prepare_data() (in module edelweiss.nflow_utils)

R

Regressor (class in edelweiss.regressor)

S

sample() (edelweiss.nflow.Nflow method) save() (edelweiss.classifier.Classifier method) (edelweiss.classifier.MultiClassifier method) (edelweiss.nflow.Nflow method) (edelweiss.regressor.Regressor method)

scale_data_for_spider() (in module edelweiss.clf_diagnostics) set_fit_request() (edelweiss.custom_clfs.NeuralNetworkClassifier method) (edelweiss.custom_regs.NeuralNetworkRegressor method) set_score_request() (edelweiss.custom_clfs.NeuralNetworkClassifier method) setup_test() (in module edelweiss.clf_diagnostics)

T

test() (edelweiss.classifier.Classifier method) (edelweiss.classifier.MultiClassClassifier method) (edelweiss.classifier.MultiClassifier method) (edelweiss.regressor.Regressor method)

train() (edelweiss.classifier.Classifier method) (edelweiss.classifier.MultiClassifier method) (edelweiss.nflow.Nflow method) (edelweiss.regressor.Regressor method)