Index

A

accepted_extractors (graphnet.data.readers.graphnet_file_reader.GraphNeTFileReader property) accepted_file_extensions (graphnet.data.readers.graphnet_file_reader.GraphNeTFileReader property) add_label() (graphnet.data.dataset.dataset.Dataset method) ARCA115 (class in graphnet.models.detector.prometheus) ArgumentParser (class in graphnet.utilities.argparse) arguments (graphnet.utilities.config.model_config.ModelConfig attribute) array_to_sequence() (in module graphnet.models.utils) as_dict() (graphnet.utilities.config.base_config.BaseConfig method) (graphnet.utilities.config.dataset_config.DatasetConfig method) (graphnet.utilities.config.model_config.ModelConfig method)

attach_index() (in module graphnet.data.utilities.sqlite_utilities) Attention_rel (class in graphnet.models.components.layers) AttributeCoarsening (class in graphnet.models.coarsening) available_backends (graphnet.data.curated_datamodule.CuratedDataset property) AzimuthReconstruction (class in graphnet.models.task.reconstruction) AzimuthReconstructionWithKappa (class in graphnet.models.task.reconstruction)

B

backward() (graphnet.training.loss_functions.LogCMK static method) BaikalGVD8 (class in graphnet.models.detector.prometheus) BaikalGVDSmall (class in graphnet.datasets.prometheus_datasets) BaseConfig (class in graphnet.utilities.config.base_config) BinaryClassificationTask (class in graphnet.models.task.classification)

BinaryClassificationTaskLogits (class in graphnet.models.task.classification) BinaryCrossEntropyLoss (class in graphnet.training.loss_functions) BjoernLow (class in graphnet.training.weight_fitting) Block (class in graphnet.models.components.layers) Block_rel (class in graphnet.models.components.layers) break_cyclic_recursion() (in module graphnet.data.extractors.icecube.utilities.types)

C

calculate_distance_matrix() (in module graphnet.models.utils) calculate_xyzt_homophily() (in module graphnet.models.utils) cast_object_to_pure_python() (in module graphnet.data.extractors.icecube.utilities.types) cast_pulse_series_to_pure_python() (in module graphnet.data.extractors.icecube.utilities.types) chunk_sizes (graphnet.data.dataset.parquet.parquet_dataset.ParquetDataset property) chunks (graphnet.data.dataset.samplers.RandomChunkSampler property) citation (graphnet.data.curated_datamodule.CuratedDataset property) class_name (graphnet.utilities.config.model_config.ModelConfig attribute) clean_up_data_object() (graphnet.models.rnn.node_rnn.Node_RNN method) cluster_summarize_with_percentiles() (in module graphnet.models.graphs.utils) Coarsening (class in graphnet.models.coarsening) collate_fn() (in module graphnet.data.dataloader) (in module graphnet.training.utils) collator_sequence_buckleting (class in graphnet.training.utils) ColumnMissingException CombinedExtractor (class in graphnet.data.extractors.combine_extractors) comments (graphnet.data.curated_datamodule.CuratedDataset property)

compute_loss() (graphnet.models.easy_model.EasySyntax method) (graphnet.models.standard_model.StandardModel method) (graphnet.models.task.task.LearnedTask method) (graphnet.models.task.task.StandardLearnedTask method) compute_minkowski_distance_mat() (in module graphnet.models.graphs.edges.minkowski) concatenate() (graphnet.data.dataset.dataset.Dataset class method) config (graphnet.utilities.config.configurable.Configurable property) Configurable (class in graphnet.utilities.config.configurable) configure_optimizers() (graphnet.models.easy_model.EasySyntax method) contains() (graphnet.utilities.argparse.Options method) ConvNet (class in graphnet.models.gnn.convnet) create_table() (in module graphnet.data.utilities.sqlite_utilities) create_table_and_save_to_sql() (in module graphnet.data.utilities.sqlite_utilities) creator (graphnet.data.curated_datamodule.CuratedDataset property) critical() (graphnet.utilities.logging.Logger method) CrossEntropyLoss (class in graphnet.training.loss_functions) CuratedDataset (class in graphnet.data.curated_datamodule) CustomDOMCoarsening (class in graphnet.models.coarsening)

D

data_source (graphnet.data.dataset.samplers.RandomChunkSampler property) database_exists() (in module graphnet.data.utilities.sqlite_utilities) database_table_exists() (in module graphnet.data.utilities.sqlite_utilities) DataConverter (class in graphnet.data.dataconverter) DataLoader (class in graphnet.data.dataloader) dataloader (graphnet.utilities.config.training_config.TrainingConfig attribute) Dataset (class in graphnet.data.dataset.dataset) dataset_dir (graphnet.data.curated_datamodule.CuratedDataset property) DatasetConfig (class in graphnet.utilities.config.dataset_config) DatasetConfigSaverABCMeta (class in graphnet.utilities.config.dataset_config) DatasetConfigSaverMeta (class in graphnet.utilities.config.dataset_config) debug() (graphnet.utilities.logging.Logger method) DEEPCORE (graphnet.data.constants.FEATURES attribute) (graphnet.data.constants.TRUTH attribute) DeepIce (class in graphnet.models.gnn.icemix) default_prediction_labels (graphnet.models.task.classification.BinaryClassificationTask attribute) (graphnet.models.task.classification.BinaryClassificationTaskLogits attribute) (graphnet.models.task.reconstruction.AzimuthReconstruction attribute) (graphnet.models.task.reconstruction.AzimuthReconstructionWithKappa attribute) (graphnet.models.task.reconstruction.DirectionReconstructionWithKappa attribute) (graphnet.models.task.reconstruction.EnergyReconstruction attribute) (graphnet.models.task.reconstruction.EnergyReconstructionWithPower attribute) (graphnet.models.task.reconstruction.EnergyReconstructionWithUncertainty attribute) (graphnet.models.task.reconstruction.EnergyTCReconstruction attribute) (graphnet.models.task.reconstruction.InelasticityReconstruction attribute) (graphnet.models.task.reconstruction.PositionReconstruction attribute) (graphnet.models.task.reconstruction.TimeReconstruction attribute) (graphnet.models.task.reconstruction.VertexReconstruction attribute) (graphnet.models.task.reconstruction.ZenithReconstruction attribute) (graphnet.models.task.reconstruction.ZenithReconstructionWithKappa attribute) (graphnet.models.task.task.IdentityTask property) (graphnet.models.task.task.StandardFlowTask property) (graphnet.models.task.task.Task property)

default_target_labels (graphnet.models.task.classification.BinaryClassificationTask attribute) (graphnet.models.task.classification.BinaryClassificationTaskLogits attribute) (graphnet.models.task.reconstruction.AzimuthReconstruction attribute) (graphnet.models.task.reconstruction.AzimuthReconstructionWithKappa attribute) (graphnet.models.task.reconstruction.DirectionReconstructionWithKappa attribute) (graphnet.models.task.reconstruction.EnergyReconstruction attribute) (graphnet.models.task.reconstruction.EnergyReconstructionWithPower attribute) (graphnet.models.task.reconstruction.EnergyReconstructionWithUncertainty attribute) (graphnet.models.task.reconstruction.EnergyTCReconstruction attribute) (graphnet.models.task.reconstruction.InelasticityReconstruction attribute) (graphnet.models.task.reconstruction.PositionReconstruction attribute) (graphnet.models.task.reconstruction.TimeReconstruction attribute) (graphnet.models.task.reconstruction.VertexReconstruction attribute) (graphnet.models.task.reconstruction.ZenithReconstruction attribute) (graphnet.models.task.reconstruction.ZenithReconstructionWithKappa attribute) (graphnet.models.task.task.IdentityTask property) (graphnet.models.task.task.Task property) Deployer (class in graphnet.deployment.deployer) DeploymentModule (class in graphnet.deployment.deployment_module) description() (graphnet.data.curated_datamodule.CuratedDataset method) Detector (class in graphnet.models.detector.detector) Direction (class in graphnet.training.labels) DirectionReconstructionWithKappa (class in graphnet.models.task.reconstruction) do_shuffle() (in module graphnet.data.dataloader) DOMAndTimeWindowCoarsening (class in graphnet.models.coarsening) DOMCoarsening (class in graphnet.models.coarsening) DropPath (class in graphnet.models.components.layers) dump() (graphnet.utilities.config.base_config.BaseConfig method) DynEdge (class in graphnet.models.gnn.dynedge) DynEdgeConv (class in graphnet.models.components.layers) DynEdgeJINST (class in graphnet.models.gnn.dynedge_jinst) DynEdgeTITO (class in graphnet.models.gnn.dynedge_kaggle_tito) DynTrans (class in graphnet.models.components.layers)

E

early_stopping_patience (graphnet.utilities.config.training_config.TrainingConfig attribute) EasySyntax (class in graphnet.models.easy_model) EdgeConvTito (class in graphnet.models.components.layers) EdgeDefinition (class in graphnet.models.graphs.edges.edges) EdgelessGraph (class in graphnet.models.graphs.graphs) EnergyReconstruction (class in graphnet.models.task.reconstruction) EnergyReconstructionWithPower (class in graphnet.models.task.reconstruction) EnergyReconstructionWithUncertainty (class in graphnet.models.task.reconstruction) EnergyTCReconstruction (class in graphnet.models.task.reconstruction) EnsembleDataset (class in graphnet.data.dataset.dataset) EnsembleLoss (class in graphnet.training.loss_functions) eps_like() (in module graphnet.utilities.maths)

ERDAHostedDataset (class in graphnet.data.curated_datamodule) error() (graphnet.utilities.logging.Logger method) EuclideanDistanceLoss (class in graphnet.training.loss_functions) EuclideanEdges (class in graphnet.models.graphs.edges.edges) event_truth (graphnet.data.curated_datamodule.CuratedDataset property) events (graphnet.data.curated_datamodule.CuratedDataset property) expects_merged_dataframes (graphnet.data.writers.graphnet_writer.GraphNeTWriter property) experiment (graphnet.data.curated_datamodule.CuratedDataset property) extra_repr() (graphnet.models.components.layers.DropPath method) (graphnet.models.model.Model method) extra_repr_recursive() (graphnet.models.model.Model method) extracor_names (graphnet.data.readers.graphnet_file_reader.GraphNeTFileReader property) Extractor (class in graphnet.data.extractors.extractor)

F

feature_map() (graphnet.models.detector.detector.Detector method) (graphnet.models.detector.icecube.IceCube86 method) (graphnet.models.detector.icecube.IceCubeDeepCore method) (graphnet.models.detector.icecube.IceCubeKaggle method) (graphnet.models.detector.icecube.IceCubeUpgrade method) (graphnet.models.detector.liquido.LiquidO_v1 method) (graphnet.models.detector.prometheus.ARCA115 method) (graphnet.models.detector.prometheus.BaikalGVD8 method) (graphnet.models.detector.prometheus.IceCube86Prometheus method) (graphnet.models.detector.prometheus.IceCubeDeepCore8 method) (graphnet.models.detector.prometheus.IceCubeGen2 method) (graphnet.models.detector.prometheus.IceCubeUpgrade7 method) (graphnet.models.detector.prometheus.IceDemo81 method) (graphnet.models.detector.prometheus.ORCA150 method) (graphnet.models.detector.prometheus.ORCA150SuperDense method) (graphnet.models.detector.prometheus.PONETriangle method) (graphnet.models.detector.prometheus.TRIDENT1211 method) (graphnet.models.detector.prometheus.WaterDemo81 method) FEATURES (class in graphnet.data.constants) features (graphnet.data.curated_datamodule.CuratedDataset property) (graphnet.utilities.config.dataset_config.DatasetConfig attribute) file_extension (graphnet.data.writers.graphnet_writer.GraphNeTWriter property) file_handlers (graphnet.utilities.logging.Logger property) filter() (graphnet.utilities.logging.RepeatFilter method) find_files() (graphnet.data.readers.graphnet_file_reader.GraphNeTFileReader method) (graphnet.data.readers.i3reader.I3Reader method) (graphnet.data.readers.internal_parquet_reader.ParquetReader method) (graphnet.data.readers.liquido_reader.LiquidOReader method) (graphnet.data.readers.prometheus_reader.PrometheusReader method) find_i3_files() (in module graphnet.utilities.filesys) fit (graphnet.utilities.config.training_config.TrainingConfig attribute) fit() (graphnet.models.easy_model.EasySyntax method) (graphnet.training.weight_fitting.WeightFitter method) flatten_nested_dictionary() (in module graphnet.data.extractors.icecube.utilities.collections) forward() (graphnet.models.coarsening.Coarsening method) (graphnet.models.components.embedding.FourierEncoder method) (graphnet.models.components.embedding.SinusoidalPosEmb method) (graphnet.models.components.embedding.SpacetimeEncoder method) (graphnet.models.components.layers.Attention_rel method) (graphnet.models.components.layers.Block method) (graphnet.models.components.layers.Block_rel method) (graphnet.models.components.layers.DropPath method) (graphnet.models.components.layers.DynEdgeConv method) (graphnet.models.components.layers.DynTrans method) (graphnet.models.components.layers.EdgeConvTito method) (graphnet.models.components.layers.Mlp method) (graphnet.models.detector.detector.Detector method) (graphnet.models.easy_model.EasySyntax method) (graphnet.models.gnn.convnet.ConvNet method) (graphnet.models.gnn.dynedge.DynEdge method) (graphnet.models.gnn.dynedge_jinst.DynEdgeJINST method) (graphnet.models.gnn.dynedge_kaggle_tito.DynEdgeTITO method) (graphnet.models.gnn.gnn.GNN method) (graphnet.models.gnn.icemix.DeepIce method) (graphnet.models.gnn.particlenet.ParticleNeT method) (graphnet.models.gnn.RNN_tito.RNN_TITO method) (graphnet.models.graphs.edges.edges.EdgeDefinition method) (graphnet.models.graphs.graph_definition.GraphDefinition method) (graphnet.models.graphs.nodes.nodes.NodeDefinition method) (graphnet.models.normalizing_flow.NormalizingFlow method) (graphnet.models.rnn.node_rnn.Node_RNN method) (graphnet.models.standard_model.StandardModel method) (graphnet.models.task.task.LearnedTask method) (graphnet.models.task.task.StandardFlowTask method) (graphnet.models.transformer.iseecube.ISeeCube method) (graphnet.training.loss_functions.LogCMK static method) (graphnet.training.loss_functions.LossFunction method)

FourierEncoder (class in graphnet.models.components.embedding) frame_is_montecarlo() (in module graphnet.data.extractors.icecube.utilities.frames) frame_is_noise() (in module graphnet.data.extractors.icecube.utilities.frames) from_config() (graphnet.data.dataset.dataset.Dataset class method) (graphnet.models.model.Model class method) (graphnet.utilities.config.configurable.Configurable method) from_dataset_config() (graphnet.data.dataloader.DataLoader class method)

G

gather_cluster_sequence() (in module graphnet.models.graphs.utils) gather_len_matched_buckets() (in module graphnet.data.dataset.samplers) gcd_file (graphnet.data.dataclasses.I3FileSet attribute) (graphnet.data.dataclasses.Settings attribute) geometry_table (graphnet.models.detector.detector.Detector property) geometry_table_path (graphnet.models.detector.icecube.IceCube86 attribute) (graphnet.models.detector.icecube.IceCubeKaggle attribute) (graphnet.models.detector.icecube.IceCubeUpgrade attribute) (graphnet.models.detector.liquido.LiquidO_v1 attribute) (graphnet.models.detector.prometheus.ARCA115 attribute) (graphnet.models.detector.prometheus.BaikalGVD8 attribute) (graphnet.models.detector.prometheus.IceCube86Prometheus attribute) (graphnet.models.detector.prometheus.IceCubeDeepCore8 attribute) (graphnet.models.detector.prometheus.IceCubeGen2 attribute) (graphnet.models.detector.prometheus.IceCubeUpgrade7 attribute) (graphnet.models.detector.prometheus.IceDemo81 attribute) (graphnet.models.detector.prometheus.ORCA150 attribute) (graphnet.models.detector.prometheus.ORCA150SuperDense attribute) (graphnet.models.detector.prometheus.PONETriangle attribute) (graphnet.models.detector.prometheus.TRIDENT1211 attribute) (graphnet.models.detector.prometheus.WaterDemo81 attribute) get_all_argument_values() (in module graphnet.utilities.config.base_config) get_all_grapnet_classes() (in module graphnet.utilities.config.parsing) get_fields() (in module graphnet.models.utils) get_graphnet_classes() (in module graphnet.utilities.config.parsing) get_lr() (graphnet.training.callbacks.PiecewiseLinearLR method) get_map_function() (graphnet.data.dataconverter.DataConverter method) get_member_variables() (in module graphnet.data.extractors.icecube.utilities.types) get_metrics() (graphnet.training.callbacks.ProgressBar method) get_om_keys_and_pulseseries() (in module graphnet.data.extractors.icecube.utilities.frames) get_predictions() (in module graphnet.training.utils) get_primary_keys() (in module graphnet.data.utilities.sqlite_utilities) GNN (class in graphnet.models.gnn.gnn) graph_definition (graphnet.utilities.config.dataset_config.DatasetConfig attribute) GraphDefinition (class in graphnet.models.graphs.graph_definition) graphnet module graphnet.constants module graphnet.data module graphnet.data.constants module graphnet.data.curated_datamodule module graphnet.data.dataclasses module graphnet.data.dataconverter module graphnet.data.dataloader module graphnet.data.datamodule module graphnet.data.dataset module graphnet.data.dataset.dataset module graphnet.data.dataset.parquet module graphnet.data.dataset.parquet.parquet_dataset module graphnet.data.dataset.samplers module graphnet.data.dataset.sqlite module graphnet.data.dataset.sqlite.sqlite_dataset module graphnet.data.extractors module graphnet.data.extractors.combine_extractors module graphnet.data.extractors.extractor module graphnet.data.extractors.icecube module graphnet.data.extractors.icecube.i3extractor module graphnet.data.extractors.icecube.i3featureextractor module graphnet.data.extractors.icecube.i3genericextractor module graphnet.data.extractors.icecube.i3hybridrecoextractor module graphnet.data.extractors.icecube.i3ntmuonlabelsextractor module graphnet.data.extractors.icecube.i3particleextractor module graphnet.data.extractors.icecube.i3pisaextractor module graphnet.data.extractors.icecube.i3quesoextractor module graphnet.data.extractors.icecube.i3retroextractor module graphnet.data.extractors.icecube.i3splinempeextractor module graphnet.data.extractors.icecube.i3truthextractor module graphnet.data.extractors.icecube.i3tumextractor module graphnet.data.extractors.icecube.utilities module graphnet.data.extractors.icecube.utilities.collections module graphnet.data.extractors.icecube.utilities.frames module graphnet.data.extractors.icecube.utilities.i3_filters module graphnet.data.extractors.icecube.utilities.types module graphnet.data.extractors.internal module graphnet.data.extractors.internal.parquet_extractor module graphnet.data.extractors.liquido module graphnet.data.extractors.liquido.h5_extractor module graphnet.data.extractors.prometheus module graphnet.data.extractors.prometheus.prometheus_extractor module graphnet.data.parquet module graphnet.data.parquet.deprecated_methods module graphnet.data.pre_configured module graphnet.data.pre_configured.dataconverters module graphnet.data.readers module graphnet.data.readers.graphnet_file_reader module graphnet.data.readers.i3reader module graphnet.data.readers.internal_parquet_reader module graphnet.data.readers.liquido_reader module graphnet.data.readers.prometheus_reader module graphnet.data.sqlite module graphnet.data.sqlite.deprecated_methods module graphnet.data.utilities module graphnet.data.utilities.parquet_to_sqlite module graphnet.data.utilities.random module graphnet.data.utilities.sqlite_utilities module graphnet.data.utilities.string_selection_resolver module graphnet.data.writers module graphnet.data.writers.graphnet_writer module graphnet.data.writers.parquet_writer module graphnet.data.writers.sqlite_writer module

graphnet.datasets module graphnet.datasets.prometheus_datasets module graphnet.datasets.test_dataset module graphnet.deployment module graphnet.deployment.deployer module graphnet.deployment.deployment_module module graphnet.deployment.i3modules module graphnet.deployment.i3modules.deprecated_methods module graphnet.deployment.icecube module graphnet.deployment.icecube.cleaning_module module graphnet.deployment.icecube.i3deployer module graphnet.deployment.icecube.inference_module module graphnet.exceptions module graphnet.exceptions.exceptions module graphnet.models module graphnet.models.coarsening module graphnet.models.components module graphnet.models.components.embedding module graphnet.models.components.layers module graphnet.models.components.pool module graphnet.models.detector module graphnet.models.detector.detector module graphnet.models.detector.icecube module graphnet.models.detector.liquido module graphnet.models.detector.prometheus module graphnet.models.easy_model module graphnet.models.gnn module graphnet.models.gnn.convnet module graphnet.models.gnn.dynedge module graphnet.models.gnn.dynedge_jinst module graphnet.models.gnn.dynedge_kaggle_tito module graphnet.models.gnn.gnn module graphnet.models.gnn.icemix module graphnet.models.gnn.particlenet module graphnet.models.gnn.RNN_tito module graphnet.models.graphs module graphnet.models.graphs.edges module graphnet.models.graphs.edges.edges module graphnet.models.graphs.edges.minkowski module graphnet.models.graphs.graph_definition module graphnet.models.graphs.graphs module graphnet.models.graphs.nodes module graphnet.models.graphs.nodes.nodes module graphnet.models.graphs.utils module graphnet.models.model module graphnet.models.normalizing_flow module graphnet.models.rnn module graphnet.models.rnn.node_rnn module graphnet.models.standard_averaged_model module graphnet.models.standard_model module graphnet.models.task module graphnet.models.task.classification module graphnet.models.task.reconstruction module graphnet.models.task.task module graphnet.models.transformer module graphnet.models.transformer.iseecube module graphnet.models.utils module graphnet.training module graphnet.training.callbacks module graphnet.training.labels module graphnet.training.loss_functions module graphnet.training.utils module graphnet.training.weight_fitting module graphnet.utilities module graphnet.utilities.argparse module graphnet.utilities.config module graphnet.utilities.config.base_config module graphnet.utilities.config.configurable module graphnet.utilities.config.dataset_config module graphnet.utilities.config.model_config module graphnet.utilities.config.parsing module graphnet.utilities.config.training_config module graphnet.utilities.decorators module graphnet.utilities.deprecation_tools module graphnet.utilities.filesys module graphnet.utilities.imports module graphnet.utilities.logging module graphnet.utilities.maths module GraphNeTDataModule (class in graphnet.data.datamodule) GraphnetEarlyStopping (class in graphnet.training.callbacks) GraphNeTFileReader (class in graphnet.data.readers.graphnet_file_reader) GraphNeTI3Deployer (class in graphnet.deployment.i3modules.deprecated_methods) GraphNeTWriter (class in graphnet.data.writers.graphnet_writer) group_by() (in module graphnet.models.components.pool) group_pulses_to_dom() (in module graphnet.models.components.pool) group_pulses_to_pmt() (in module graphnet.models.components.pool)

H

H5Extractor (class in graphnet.data.extractors.liquido.h5_extractor) H5HitExtractor (class in graphnet.data.extractors.liquido.h5_extractor) H5TruthExtractor (class in graphnet.data.extractors.liquido.h5_extractor) handlers (graphnet.utilities.logging.Logger property)

has_extension() (in module graphnet.utilities.filesys) has_icecube_package() (in module graphnet.utilities.imports) has_jammy_flows_package() (in module graphnet.utilities.imports) has_torch_package() (in module graphnet.utilities.imports)

I

i3_file (graphnet.data.dataclasses.I3FileSet attribute) i3_files (graphnet.data.dataclasses.Settings attribute) I3Deployer (class in graphnet.deployment.icecube.i3deployer) I3Extractor (class in graphnet.data.extractors.icecube.i3extractor) I3FeatureExtractor (class in graphnet.data.extractors.icecube.i3featureextractor) I3FeatureExtractorIceCube86 (class in graphnet.data.extractors.icecube.i3featureextractor) I3FeatureExtractorIceCubeDeepCore (class in graphnet.data.extractors.icecube.i3featureextractor) I3FeatureExtractorIceCubeUpgrade (class in graphnet.data.extractors.icecube.i3featureextractor) I3FileSet (class in graphnet.data.dataclasses) I3Filter (class in graphnet.data.extractors.icecube.utilities.i3_filters) I3FilterMask (class in graphnet.data.extractors.icecube.utilities.i3_filters) I3GalacticPlaneHybridRecoExtractor (class in graphnet.data.extractors.icecube.i3hybridrecoextractor) I3GenericExtractor (class in graphnet.data.extractors.icecube.i3genericextractor) I3InferenceModule (class in graphnet.deployment.icecube.inference_module) I3NTMuonLabelExtractor (class in graphnet.data.extractors.icecube.i3ntmuonlabelsextractor) I3ParticleExtractor (class in graphnet.data.extractors.icecube.i3particleextractor) I3PISAExtractor (class in graphnet.data.extractors.icecube.i3pisaextractor) I3PulseCleanerModule (class in graphnet.deployment.icecube.cleaning_module) I3PulseNoiseTruthFlagIceCubeUpgrade (class in graphnet.data.extractors.icecube.i3featureextractor) I3QUESOExtractor (class in graphnet.data.extractors.icecube.i3quesoextractor) I3Reader (class in graphnet.data.readers.i3reader) I3RetroExtractor (class in graphnet.data.extractors.icecube.i3retroextractor) I3SplineMPEICExtractor (class in graphnet.data.extractors.icecube.i3splinempeextractor) I3ToParquetConverter (class in graphnet.data.pre_configured.dataconverters) I3ToSQLiteConverter (class in graphnet.data.pre_configured.dataconverters) I3TruthExtractor (class in graphnet.data.extractors.icecube.i3truthextractor) I3TUMExtractor (class in graphnet.data.extractors.icecube.i3tumextractor) ice_transparency() (in module graphnet.models.graphs.utils) IceCube86 (class in graphnet.models.detector.icecube) ICECUBE86 (graphnet.data.constants.FEATURES attribute) (graphnet.data.constants.TRUTH attribute)

IceCube86Prometheus (class in graphnet.models.detector.prometheus) IceCubeDeepCore (class in graphnet.models.detector.icecube) IceCubeDeepCore8 (class in graphnet.models.detector.prometheus) IceCubeGen2 (class in graphnet.models.detector.prometheus) IceCubeKaggle (class in graphnet.models.detector.icecube) IceCubeUpgrade (class in graphnet.models.detector.icecube) IceCubeUpgrade7 (class in graphnet.models.detector.prometheus) IceDemo81 (class in graphnet.models.detector.prometheus) IceMixNodes (class in graphnet.models.graphs.nodes.nodes) identify_indices() (in module graphnet.models.graphs.utils) IdentityTask (class in graphnet.models.task.task) index_column (graphnet.utilities.config.dataset_config.DatasetConfig attribute) InelasticityReconstruction (class in graphnet.models.task.reconstruction) inference() (graphnet.models.easy_model.EasySyntax method) (graphnet.models.task.task.Task method) info() (graphnet.utilities.logging.Logger method) init_global_index() (in module graphnet.data.dataconverter) init_predict_tqdm() (graphnet.training.callbacks.ProgressBar method) init_test_tqdm() (graphnet.training.callbacks.ProgressBar method) init_train_tqdm() (graphnet.training.callbacks.ProgressBar method) init_validation_tqdm() (graphnet.training.callbacks.ProgressBar method) is_boost_class() (in module graphnet.data.extractors.icecube.utilities.types) is_boost_enum() (in module graphnet.data.extractors.icecube.utilities.types) is_gcd_file() (in module graphnet.utilities.filesys) is_graphnet_class() (in module graphnet.utilities.config.parsing) is_graphnet_module() (in module graphnet.utilities.config.parsing) is_i3_file() (in module graphnet.utilities.filesys) is_icecube_class() (in module graphnet.data.extractors.icecube.utilities.types) is_method() (in module graphnet.data.extractors.icecube.utilities.types) is_type() (in module graphnet.data.extractors.icecube.utilities.types) ISeeCube (class in graphnet.models.transformer.iseecube)

K

KAGGLE (graphnet.data.constants.FEATURES attribute) (graphnet.data.constants.TRUTH attribute) key (graphnet.training.labels.Label property)

knn_graph_batch() (in module graphnet.models.utils) KNNEdges (class in graphnet.models.graphs.edges.edges) KNNGraph (class in graphnet.models.graphs.graphs)

L

Label (class in graphnet.training.labels) labels (graphnet.utilities.config.dataset_config.DatasetConfig attribute) LearnedTask (class in graphnet.models.task.task) LenMatchBatchSampler (class in graphnet.data.dataset.samplers) lex_sort() (in module graphnet.models.graphs.utils) LIQUIDO (graphnet.data.constants.FEATURES attribute) (graphnet.data.constants.TRUTH attribute) LiquidO_v1 (class in graphnet.models.detector.liquido) LiquidOReader (class in graphnet.data.readers.liquido_reader) list_all_submodules() (in module graphnet.utilities.config.parsing) load() (graphnet.models.model.Model class method) (graphnet.utilities.config.base_config.BaseConfig class method)

load_module() (in module graphnet.data.dataset.dataset) load_state_dict() (graphnet.models.model.Model method) (graphnet.models.standard_averaged_model.StandardAveragedModel method) log_cmk() (graphnet.training.loss_functions.VonMisesFisherLoss class method) log_cmk_approx() (graphnet.training.loss_functions.VonMisesFisherLoss class method) log_cmk_exact() (graphnet.training.loss_functions.VonMisesFisherLoss class method) LogCMK (class in graphnet.training.loss_functions) LogCoshLoss (class in graphnet.training.loss_functions) Logger (class in graphnet.utilities.logging) loss_weight_column (graphnet.utilities.config.dataset_config.DatasetConfig attribute) loss_weight_default_value (graphnet.utilities.config.dataset_config.DatasetConfig attribute) loss_weight_table (graphnet.utilities.config.dataset_config.DatasetConfig attribute) LossFunction (class in graphnet.training.loss_functions)

M

make_dataloader() (in module graphnet.training.utils) make_train_validation_dataloader() (in module graphnet.training.utils) merge_files() (graphnet.data.dataconverter.DataConverter method) (graphnet.data.writers.graphnet_writer.GraphNeTWriter method) (graphnet.data.writers.parquet_writer.ParquetWriter method) (graphnet.data.writers.sqlite_writer.SQLiteWriter method) message() (graphnet.models.components.layers.EdgeConvTito method) min_pool() (in module graphnet.models.components.pool) min_pool_x() (in module graphnet.models.components.pool) MinkowskiKNNEdges (class in graphnet.models.graphs.edges.minkowski) Mlp (class in graphnet.models.components.layers) Model (class in graphnet.models.model) model_config (graphnet.utilities.config.base_config.BaseConfig attribute) (graphnet.utilities.config.dataset_config.DatasetConfig attribute) (graphnet.utilities.config.model_config.ModelConfig attribute) (graphnet.utilities.config.training_config.TrainingConfig attribute) ModelConfig (class in graphnet.utilities.config.model_config) ModelConfigSaverABC (class in graphnet.utilities.config.model_config) ModelConfigSaverMeta (class in graphnet.utilities.config.model_config) module graphnet graphnet.constants graphnet.data graphnet.data.constants graphnet.data.curated_datamodule graphnet.data.dataclasses graphnet.data.dataconverter graphnet.data.dataloader graphnet.data.datamodule graphnet.data.dataset graphnet.data.dataset.dataset graphnet.data.dataset.parquet graphnet.data.dataset.parquet.parquet_dataset graphnet.data.dataset.samplers graphnet.data.dataset.sqlite graphnet.data.dataset.sqlite.sqlite_dataset graphnet.data.extractors graphnet.data.extractors.combine_extractors graphnet.data.extractors.extractor graphnet.data.extractors.icecube graphnet.data.extractors.icecube.i3extractor graphnet.data.extractors.icecube.i3featureextractor graphnet.data.extractors.icecube.i3genericextractor graphnet.data.extractors.icecube.i3hybridrecoextractor graphnet.data.extractors.icecube.i3ntmuonlabelsextractor graphnet.data.extractors.icecube.i3particleextractor graphnet.data.extractors.icecube.i3pisaextractor graphnet.data.extractors.icecube.i3quesoextractor graphnet.data.extractors.icecube.i3retroextractor graphnet.data.extractors.icecube.i3splinempeextractor graphnet.data.extractors.icecube.i3truthextractor graphnet.data.extractors.icecube.i3tumextractor graphnet.data.extractors.icecube.utilities graphnet.data.extractors.icecube.utilities.collections graphnet.data.extractors.icecube.utilities.frames graphnet.data.extractors.icecube.utilities.i3_filters graphnet.data.extractors.icecube.utilities.types graphnet.data.extractors.internal graphnet.data.extractors.internal.parquet_extractor graphnet.data.extractors.liquido graphnet.data.extractors.liquido.h5_extractor graphnet.data.extractors.prometheus graphnet.data.extractors.prometheus.prometheus_extractor graphnet.data.parquet graphnet.data.parquet.deprecated_methods graphnet.data.pre_configured graphnet.data.pre_configured.dataconverters graphnet.data.readers graphnet.data.readers.graphnet_file_reader graphnet.data.readers.i3reader graphnet.data.readers.internal_parquet_reader graphnet.data.readers.liquido_reader graphnet.data.readers.prometheus_reader graphnet.data.sqlite graphnet.data.sqlite.deprecated_methods graphnet.data.utilities graphnet.data.utilities.parquet_to_sqlite graphnet.data.utilities.random graphnet.data.utilities.sqlite_utilities graphnet.data.utilities.string_selection_resolver graphnet.data.writers graphnet.data.writers.graphnet_writer graphnet.data.writers.parquet_writer graphnet.data.writers.sqlite_writer graphnet.datasets graphnet.datasets.prometheus_datasets graphnet.datasets.test_dataset graphnet.deployment graphnet.deployment.deployer graphnet.deployment.deployment_module graphnet.deployment.i3modules graphnet.deployment.i3modules.deprecated_methods graphnet.deployment.icecube graphnet.deployment.icecube.cleaning_module graphnet.deployment.icecube.i3deployer graphnet.deployment.icecube.inference_module graphnet.exceptions graphnet.exceptions.exceptions graphnet.models graphnet.models.coarsening graphnet.models.components graphnet.models.components.embedding graphnet.models.components.layers graphnet.models.components.pool graphnet.models.detector graphnet.models.detector.detector graphnet.models.detector.icecube graphnet.models.detector.liquido graphnet.models.detector.prometheus graphnet.models.easy_model graphnet.models.gnn graphnet.models.gnn.convnet graphnet.models.gnn.dynedge graphnet.models.gnn.dynedge_jinst graphnet.models.gnn.dynedge_kaggle_tito graphnet.models.gnn.gnn graphnet.models.gnn.icemix graphnet.models.gnn.particlenet graphnet.models.gnn.RNN_tito graphnet.models.graphs graphnet.models.graphs.edges graphnet.models.graphs.edges.edges graphnet.models.graphs.edges.minkowski graphnet.models.graphs.graph_definition graphnet.models.graphs.graphs graphnet.models.graphs.nodes graphnet.models.graphs.nodes.nodes graphnet.models.graphs.utils graphnet.models.model graphnet.models.normalizing_flow graphnet.models.rnn graphnet.models.rnn.node_rnn graphnet.models.standard_averaged_model graphnet.models.standard_model graphnet.models.task graphnet.models.task.classification graphnet.models.task.reconstruction graphnet.models.task.task graphnet.models.transformer graphnet.models.transformer.iseecube graphnet.models.utils graphnet.training graphnet.training.callbacks graphnet.training.labels graphnet.training.loss_functions graphnet.training.utils graphnet.training.weight_fitting graphnet.utilities graphnet.utilities.argparse graphnet.utilities.config graphnet.utilities.config.base_config graphnet.utilities.config.configurable graphnet.utilities.config.dataset_config graphnet.utilities.config.model_config graphnet.utilities.config.parsing graphnet.utilities.config.training_config graphnet.utilities.decorators graphnet.utilities.deprecation_tools graphnet.utilities.filesys graphnet.utilities.imports graphnet.utilities.logging graphnet.utilities.maths

modules (graphnet.data.dataclasses.Settings attribute) MSELoss (class in graphnet.training.loss_functions) MulticlassClassificationTask (class in graphnet.models.task.classification)

N

name (graphnet.data.extractors.extractor.Extractor property) nb_inputs (graphnet.models.gnn.gnn.GNN property) (graphnet.models.task.classification.BinaryClassificationTask attribute) (graphnet.models.task.classification.BinaryClassificationTaskLogits attribute) (graphnet.models.task.reconstruction.AzimuthReconstruction attribute) (graphnet.models.task.reconstruction.AzimuthReconstructionWithKappa attribute) (graphnet.models.task.reconstruction.DirectionReconstructionWithKappa attribute) (graphnet.models.task.reconstruction.EnergyReconstruction attribute) (graphnet.models.task.reconstruction.EnergyReconstructionWithPower attribute) (graphnet.models.task.reconstruction.EnergyReconstructionWithUncertainty attribute) (graphnet.models.task.reconstruction.EnergyTCReconstruction attribute) (graphnet.models.task.reconstruction.InelasticityReconstruction attribute) (graphnet.models.task.reconstruction.PositionReconstruction attribute) (graphnet.models.task.reconstruction.TimeReconstruction attribute) (graphnet.models.task.reconstruction.VertexReconstruction attribute) (graphnet.models.task.reconstruction.ZenithReconstruction attribute) (graphnet.models.task.reconstruction.ZenithReconstructionWithKappa attribute) (graphnet.models.task.task.IdentityTask property) (graphnet.models.task.task.LearnedTask property) (graphnet.models.task.task.StandardLearnedTask property) (graphnet.models.task.task.Task property)

nb_inputs() (graphnet.models.task.task.StandardFlowTask method) nb_outputs (graphnet.models.gnn.gnn.GNN property) (graphnet.models.graphs.nodes.nodes.NodeDefinition property) nb_repeats_allowed (graphnet.utilities.logging.RepeatFilter attribute) no_weight_decay() (graphnet.models.gnn.icemix.DeepIce method) Node_RNN (class in graphnet.models.rnn.node_rnn) node_truth (graphnet.utilities.config.dataset_config.DatasetConfig attribute) node_truth_table (graphnet.utilities.config.dataset_config.DatasetConfig attribute) NodeAsDOMTimeSeries (class in graphnet.models.graphs.nodes.nodes) NodeDefinition (class in graphnet.models.graphs.nodes.nodes) NodesAsPulses (class in graphnet.models.graphs.nodes.nodes) NormalizingFlow (class in graphnet.models.normalizing_flow) NullSplitI3Filter (class in graphnet.data.extractors.icecube.utilities.i3_filters) num_samples (graphnet.data.dataset.samplers.RandomChunkSampler property)

O

on_fit_end() (graphnet.training.callbacks.GraphnetEarlyStopping method) on_train_end() (graphnet.models.standard_averaged_model.StandardAveragedModel method) on_train_epoch_end() (graphnet.training.callbacks.GraphnetEarlyStopping method) (graphnet.training.callbacks.ProgressBar method) on_train_epoch_start() (graphnet.training.callbacks.ProgressBar method)

on_validation_end() (graphnet.training.callbacks.GraphnetEarlyStopping method) optimizer_step() (graphnet.models.standard_averaged_model.StandardAveragedModel method) Options (class in graphnet.utilities.argparse) ORCA150 (class in graphnet.models.detector.prometheus) ORCA150SuperDense (class in graphnet.models.detector.prometheus) output_folder (graphnet.data.dataclasses.Settings attribute)

P

pairwise_shuffle() (in module graphnet.data.utilities.random) ParquetDataConverter (class in graphnet.data.parquet.deprecated_methods) ParquetDataset (class in graphnet.data.dataset.parquet.parquet_dataset) ParquetExtractor (class in graphnet.data.extractors.internal.parquet_extractor) ParquetReader (class in graphnet.data.readers.internal_parquet_reader) ParquetToSQLiteConverter (class in graphnet.data.pre_configured.dataconverters) ParquetWriter (class in graphnet.data.writers.parquet_writer) parse_graph_definition() (in module graphnet.data.dataset.dataset) parse_labels() (in module graphnet.data.dataset.dataset) ParticleNeT (class in graphnet.models.gnn.particlenet) path (graphnet.data.dataset.dataset.Dataset property) (graphnet.utilities.config.dataset_config.DatasetConfig attribute) PercentileClusters (class in graphnet.models.graphs.nodes.nodes) PiecewiseLinearLR (class in graphnet.training.callbacks) PONESmall (class in graphnet.datasets.prometheus_datasets) PONETriangle (class in graphnet.models.detector.prometheus) pop_default() (graphnet.utilities.argparse.Options method) PositionReconstruction (class in graphnet.models.task.reconstruction)

predict() (graphnet.models.easy_model.EasySyntax method) predict_as_dataframe() (graphnet.models.easy_model.EasySyntax method) prediction_labels (graphnet.models.easy_model.EasySyntax property) prepare_data() (graphnet.data.curated_datamodule.CuratedDataset method) (graphnet.data.curated_datamodule.ERDAHostedDataset method) (graphnet.data.datamodule.GraphNeTDataModule method) ProgressBar (class in graphnet.training.callbacks) Prometheus (class in graphnet.models.detector.prometheus) PROMETHEUS (graphnet.data.constants.FEATURES attribute) (graphnet.data.constants.TRUTH attribute) PrometheusExtractor (class in graphnet.data.extractors.prometheus.prometheus_extractor) PrometheusFeatureExtractor (class in graphnet.data.extractors.prometheus.prometheus_extractor) PrometheusReader (class in graphnet.data.readers.prometheus_reader) PrometheusTruthExtractor (class in graphnet.data.extractors.prometheus.prometheus_extractor) PublicPrometheusDataset (class in graphnet.datasets.prometheus_datasets) pulse_truth (graphnet.data.curated_datamodule.CuratedDataset property) pulsemaps (graphnet.data.curated_datamodule.CuratedDataset property) (graphnet.utilities.config.dataset_config.DatasetConfig attribute)

Q

query_database() (in module graphnet.data.utilities.sqlite_utilities) query_table() (graphnet.data.dataset.dataset.Dataset method) (graphnet.data.dataset.parquet.parquet_dataset.ParquetDataset method) (graphnet.data.dataset.sqlite.sqlite_dataset.SQLiteDataset method)

R

RadialEdges (class in graphnet.models.graphs.edges.edges) RandomChunkSampler (class in graphnet.data.dataset.samplers) reduce_options (graphnet.models.coarsening.Coarsening attribute) rename_state_dict_entries() (in module graphnet.utilities.deprecation_tools) RepeatFilter (class in graphnet.utilities.logging) requires_icecube() (in module graphnet.utilities.imports)

reset_parameters() (graphnet.models.components.layers.EdgeConvTito method) resolve() (graphnet.data.utilities.string_selection_resolver.StringSelectionResolver method) RMSELoss (class in graphnet.training.loss_functions) RMSEVonMisesFisher3DLoss (class in graphnet.training.loss_functions) RNN_TITO (class in graphnet.models.gnn.RNN_tito) run() (graphnet.deployment.deployer.Deployer method) run_sql_code() (in module graphnet.data.utilities.sqlite_utilities)

S

save() (graphnet.models.model.Model method) save_config() (graphnet.utilities.config.configurable.Configurable method) save_dataset_config() (in module graphnet.utilities.config.dataset_config) save_model_config() (in module graphnet.utilities.config.model_config) save_results() (in module graphnet.training.utils) save_selection() (in module graphnet.training.utils) save_state_dict() (graphnet.models.model.Model method) save_to_sql() (in module graphnet.data.utilities.sqlite_utilities) seed (graphnet.utilities.config.dataset_config.DatasetConfig attribute) selection (graphnet.utilities.config.dataset_config.DatasetConfig attribute) sensor_id_column (graphnet.models.detector.icecube.IceCube86 attribute) (graphnet.models.detector.icecube.IceCubeKaggle attribute) (graphnet.models.detector.icecube.IceCubeUpgrade attribute) (graphnet.models.detector.liquido.LiquidO_v1 attribute) (graphnet.models.detector.prometheus.ARCA115 attribute) (graphnet.models.detector.prometheus.BaikalGVD8 attribute) (graphnet.models.detector.prometheus.IceCube86Prometheus attribute) (graphnet.models.detector.prometheus.IceCubeDeepCore8 attribute) (graphnet.models.detector.prometheus.IceCubeGen2 attribute) (graphnet.models.detector.prometheus.IceCubeUpgrade7 attribute) (graphnet.models.detector.prometheus.IceDemo81 attribute) (graphnet.models.detector.prometheus.ORCA150 attribute) (graphnet.models.detector.prometheus.ORCA150SuperDense attribute) (graphnet.models.detector.prometheus.PONETriangle attribute) (graphnet.models.detector.prometheus.TRIDENT1211 attribute) (graphnet.models.detector.prometheus.WaterDemo81 attribute) sensor_index_name (graphnet.models.detector.detector.Detector property) sensor_position_names (graphnet.models.detector.detector.Detector property) serialise() (in module graphnet.data.extractors.icecube.utilities.collections) set_extractors() (graphnet.data.readers.graphnet_file_reader.GraphNeTFileReader method) set_gcd() (graphnet.data.extractors.icecube.i3extractor.I3Extractor method) set_number_of_inputs() (graphnet.models.graphs.nodes.nodes.NodeDefinition method) set_output_feature_names() (graphnet.models.graphs.nodes.nodes.NodeDefinition method) set_verbose_print_recursively() (graphnet.models.model.Model method) setLevel() (graphnet.utilities.logging.Logger method) Settings (class in graphnet.data.dataclasses) setup() (graphnet.data.datamodule.GraphNeTDataModule method) (graphnet.training.callbacks.GraphnetEarlyStopping method)

shared_step() (graphnet.models.easy_model.EasySyntax method) (graphnet.models.normalizing_flow.NormalizingFlow method) (graphnet.models.standard_model.StandardModel method) SinusoidalPosEmb (class in graphnet.models.components.embedding) SpacetimeEncoder (class in graphnet.models.components.embedding) SQLiteDataConverter (class in graphnet.data.sqlite.deprecated_methods) SQLiteDataset (class in graphnet.data.dataset.sqlite.sqlite_dataset) SQLiteWriter (class in graphnet.data.writers.sqlite_writer) standard_arguments (graphnet.utilities.argparse.ArgumentParser attribute) StandardAveragedModel (class in graphnet.models.standard_averaged_model) StandardFlowTask (class in graphnet.models.task.task) StandardLearnedTask (class in graphnet.models.task.task) StandardModel (class in graphnet.models.standard_model) std_pool() (in module graphnet.models.components.pool) std_pool_x() (in module graphnet.models.components.pool) stream_handlers (graphnet.utilities.logging.Logger property) string_id_column (graphnet.models.detector.icecube.IceCube86 attribute) (graphnet.models.detector.icecube.IceCubeKaggle attribute) (graphnet.models.detector.icecube.IceCubeUpgrade attribute) (graphnet.models.detector.liquido.LiquidO_v1 attribute) (graphnet.models.detector.prometheus.ARCA115 attribute) (graphnet.models.detector.prometheus.BaikalGVD8 attribute) (graphnet.models.detector.prometheus.IceCube86Prometheus attribute) (graphnet.models.detector.prometheus.IceCubeDeepCore8 attribute) (graphnet.models.detector.prometheus.IceCubeGen2 attribute) (graphnet.models.detector.prometheus.IceCubeUpgrade7 attribute) (graphnet.models.detector.prometheus.IceDemo81 attribute) (graphnet.models.detector.prometheus.ORCA150 attribute) (graphnet.models.detector.prometheus.ORCA150SuperDense attribute) (graphnet.models.detector.prometheus.PONETriangle attribute) (graphnet.models.detector.prometheus.TRIDENT1211 attribute) (graphnet.models.detector.prometheus.WaterDemo81 attribute) string_index_name (graphnet.models.detector.detector.Detector property) string_selection (graphnet.utilities.config.dataset_config.DatasetConfig attribute) StringSelectionResolver (class in graphnet.data.utilities.string_selection_resolver) sum_pool() (in module graphnet.models.components.pool) sum_pool_and_distribute() (in module graphnet.models.components.pool) sum_pool_x() (in module graphnet.models.components.pool)

T

target (graphnet.utilities.config.training_config.TrainingConfig attribute) target_labels (graphnet.models.easy_model.EasySyntax property) Task (class in graphnet.models.task.task) teardown() (graphnet.data.datamodule.GraphNeTDataModule method) test_dataloader (graphnet.data.datamodule.GraphNeTDataModule property) TestDataset (class in graphnet.datasets.test_dataset) TimeReconstruction (class in graphnet.models.task.reconstruction) Track (class in graphnet.training.labels) train() (graphnet.models.easy_model.EasySyntax method) train_dataloader (graphnet.data.datamodule.GraphNeTDataModule property) train_eval() (graphnet.models.task.task.Task method)

training_step() (graphnet.models.easy_model.EasySyntax method) (graphnet.models.standard_averaged_model.StandardAveragedModel method) TrainingConfig (class in graphnet.utilities.config.training_config) transpose_list_of_dicts() (in module graphnet.data.extractors.icecube.utilities.collections) traverse_and_apply() (in module graphnet.utilities.config.parsing) TRIDENT1211 (class in graphnet.models.detector.prometheus) TRIDENTSmall (class in graphnet.datasets.prometheus_datasets) TRUTH (class in graphnet.data.constants) truth (graphnet.utilities.config.dataset_config.DatasetConfig attribute) truth_table (graphnet.data.curated_datamodule.CuratedDataset property) (graphnet.data.dataset.dataset.Dataset property) (graphnet.utilities.config.dataset_config.DatasetConfig attribute)

U

unbatch_edge_index() (in module graphnet.models.coarsening) Uniform (class in graphnet.training.weight_fitting)

UPGRADE (graphnet.data.constants.FEATURES attribute) (graphnet.data.constants.TRUTH attribute)

V

val_dataloader (graphnet.data.datamodule.GraphNeTDataModule property) validate_files() (graphnet.data.readers.graphnet_file_reader.GraphNeTFileReader method) validate_tasks() (graphnet.models.easy_model.EasySyntax method) (graphnet.models.normalizing_flow.NormalizingFlow method) (graphnet.models.standard_model.StandardModel method) validation_step() (graphnet.models.easy_model.EasySyntax method) (graphnet.models.standard_averaged_model.StandardAveragedModel method)

verbose_print (graphnet.models.model.Model attribute) VertexReconstruction (class in graphnet.models.task.reconstruction) VonMisesFisher2DLoss (class in graphnet.training.loss_functions) VonMisesFisher3DLoss (class in graphnet.training.loss_functions) VonMisesFisherLoss (class in graphnet.training.loss_functions)

W

warning() (graphnet.utilities.logging.Logger method) warning_once() (graphnet.utilities.logging.Logger method)

WaterDemo81 (class in graphnet.models.detector.prometheus) WeightFitter (class in graphnet.training.weight_fitting) with_standard_arguments() (graphnet.utilities.argparse.ArgumentParser method)

X

xyz (graphnet.models.detector.icecube.IceCube86 attribute) (graphnet.models.detector.icecube.IceCubeKaggle attribute) (graphnet.models.detector.icecube.IceCubeUpgrade attribute) (graphnet.models.detector.liquido.LiquidO_v1 attribute) (graphnet.models.detector.prometheus.ARCA115 attribute) (graphnet.models.detector.prometheus.BaikalGVD8 attribute) (graphnet.models.detector.prometheus.IceCube86Prometheus attribute) (graphnet.models.detector.prometheus.IceCubeDeepCore8 attribute) (graphnet.models.detector.prometheus.IceCubeGen2 attribute) (graphnet.models.detector.prometheus.IceCubeUpgrade7 attribute) (graphnet.models.detector.prometheus.IceDemo81 attribute) (graphnet.models.detector.prometheus.ORCA150 attribute) (graphnet.models.detector.prometheus.ORCA150SuperDense attribute) (graphnet.models.detector.prometheus.PONETriangle attribute) (graphnet.models.detector.prometheus.TRIDENT1211 attribute) (graphnet.models.detector.prometheus.WaterDemo81 attribute)

Z

ZenithReconstruction (class in graphnet.models.task.reconstruction)

ZenithReconstructionWithKappa (class in graphnet.models.task.reconstruction)