Index

A

adapt_input() (evaluators.pytorchEvaluator.PytorchEvaluator method) adapt_variables() (in module utils.adapt_variables)

adapt_variables_for_metric() (backbones.models.pytorchModel.PytorchModel method) agg_y() (in module evaluators.xai.XAI) attribute() (in module evaluators.xai.XAI)

B

backbones module backbones.genericBackbone module backbones.models module backbones.models.pyodModel module

backbones.models.pytorchModel module backbones.pyodBackbone module backbones.pytorchBackbone module binarize_data() (databases.DroughtED_database.DroughtED method)

C

charact_set_results() (evaluators.characterizers.classificationCharacterizer.ClassificationCharacterizer method) characterize() (evaluators.characterizers.classificationCharacterizer.ClassificationCharacterizer method) ClassificationCharacterizer (class in evaluators.characterizers.classificationCharacterizer)

ClassificationVisualizer1D (class in evaluators.visualizers.classificationVisualizer1D) ClassificationVisualizer2D (class in evaluators.visualizers.classificationVisualizer2D) configure_optimizers() (backbones.models.pytorchModel.PytorchModel method) connect_events() (evaluators.pytorchEvaluator.PytorchEvaluator method)

D

databases module databases.DroughtED_database module

define_events() (evaluators.pytorchEvaluator.PytorchEvaluator method) define_model() (backbones.models.pytorchModel.PytorchModel method) determine_threshold() (in module utils.determine_threshold) DroughtED (class in databases.DroughtED_database)

E

epoch_metrics() (backbones.models.pytorchModel.PytorchModel method) evaluate() (evaluators.pyodEvaluator.PyodEvaluator method) (evaluators.pytorchEvaluator.PytorchEvaluator method) evaluate_print() (in module utils.metrics_pyod) evaluators module evaluators.characterizers module evaluators.characterizers.classificationCharacterizer module evaluators.pyodEvaluator module evaluators.pytorchEvaluator module

evaluators.visualizers module evaluators.visualizers.classificationVisualizer1D module evaluators.visualizers.classificationVisualizer2D module evaluators.visualizers.outlierDetectionVisualizer module evaluators.xai module evaluators.xai.XAI module event_at_positon() (in module evaluators.xai.XAI)

F

forward() (backbones.models.pyodModel.PyodModel method) (backbones.models.pytorchModel.PytorchModel method) (utils.loss.Loss method)

G

GenericBackbone (class in backbones.genericBackbone) get_agg_mask() (in module evaluators.xai.XAI) get_model() (backbones.models.pyodModel.PyodModel method)

get_multiindex_df() (in module evaluators.xai.XAI) global_operations() (evaluators.visualizers.classificationVisualizer1D.ClassificationVisualizer1D method) (evaluators.visualizers.classificationVisualizer2D.ClassificationVisualizer2D method)

I

implement_model() (backbones.genericBackbone.GenericBackbone method) (backbones.pyodBackbone.PyodBackbone method) (backbones.pytorchBackbone.PytorchBackbone method) inference() (backbones.genericBackbone.GenericBackbone method) (backbones.pyodBackbone.PyodBackbone method) (backbones.pytorchBackbone.PytorchBackbone method) (evaluators.pytorchEvaluator.PytorchEvaluator method)

init_metrics() (in module utils.metrics_pytorch) interpolate_nans() (databases.DroughtED_database.DroughtED method)

L

load_data() (backbones.genericBackbone.GenericBackbone method) (backbones.pyodBackbone.PyodBackbone method) (backbones.pytorchBackbone.PytorchBackbone method)

loadXY() (databases.DroughtED_database.DroughtED method) log_metric() (backbones.models.pytorchModel.PytorchModel method) Loss (class in utils.loss)

M

module backbones backbones.genericBackbone backbones.models backbones.models.pyodModel backbones.models.pytorchModel backbones.pyodBackbone backbones.pytorchBackbone databases databases.DroughtED_database evaluators evaluators.characterizers evaluators.characterizers.classificationCharacterizer evaluators.pyodEvaluator evaluators.pytorchEvaluator evaluators.visualizers evaluators.visualizers.classificationVisualizer1D evaluators.visualizers.classificationVisualizer2D evaluators.visualizers.outlierDetectionVisualizer evaluators.xai evaluators.xai.XAI utils utils.adapt_variables utils.determine_threshold utils.loss utils.metrics_pyod utils.metrics_pytorch utils.misc utils.setup_config utils.validate_config

N

normalize() (databases.DroughtED_database.DroughtED method)

O

on_test_epoch_end() (backbones.models.pytorchModel.PytorchModel method) on_train_epoch_end() (backbones.models.pytorchModel.PytorchModel method)

on_validation_epoch_end() (backbones.models.pytorchModel.PytorchModel method) OutlierDetectionVisualizer (class in evaluators.visualizers.outlierDetectionVisualizer)

P

per_sample_operations() (evaluators.visualizers.classificationVisualizer1D.ClassificationVisualizer1D method) (evaluators.visualizers.classificationVisualizer2D.ClassificationVisualizer2D method) plot_attributions_1d() (in module evaluators.xai.XAI) plot_attributions_nd() (in module evaluators.xai.XAI) plot_confusion_matrix() (in module utils.misc) plot_spatial_aggregation() (in module utils.misc) plot_spatial_signal() (in module utils.misc)

plot_temporal_results() (in module utils.misc) PyodBackbone (class in backbones.pyodBackbone) PyodEvaluator (class in evaluators.pyodEvaluator) PyodModel (class in backbones.models.pyodModel) PytorchBackbone (class in backbones.pytorchBackbone) PytorchEvaluator (class in evaluators.pytorchEvaluator) PytorchModel (class in backbones.models.pytorchModel)

R

read_database_files() (databases.DroughtED_database.DroughtED method)

remove_scant_labels() (evaluators.pytorchEvaluator.PytorchEvaluator method)

S

select_slice() (databases.DroughtED_database.DroughtED method) set_loss() (in module utils.loss) set_threshold() (evaluators.pytorchEvaluator.PytorchEvaluator method)

setup() (in module utils.setup_config) setup_config() (in module utils.setup_config) shared_step() (backbones.models.pytorchModel.PytorchModel method) step_metrics() (backbones.models.pytorchModel.PytorchModel method)

T

test() (backbones.genericBackbone.GenericBackbone method) (backbones.pyodBackbone.PyodBackbone method) (backbones.pytorchBackbone.PytorchBackbone method) test_step() (backbones.models.pytorchModel.PytorchModel method)

train() (backbones.genericBackbone.GenericBackbone method) (backbones.pyodBackbone.PyodBackbone method) (backbones.pytorchBackbone.PytorchBackbone method) training_step() (backbones.models.pytorchModel.PytorchModel method)

U

utils module utils.adapt_variables module utils.determine_threshold module utils.loss module utils.metrics_pyod module

utils.metrics_pytorch module utils.misc module utils.setup_config module utils.validate_config module

V

validate_config() (in module utils.validate_config)

validation_step() (backbones.models.pytorchModel.PytorchModel method) visualize() (evaluators.visualizers.outlierDetectionVisualizer.OutlierDetectionVisualizer method)

X

XAI (class in evaluators.xai.XAI)

xai() (evaluators.xai.XAI.XAI method)