Index

A

AbstractBenchmarkDataset (class in seisbench.data.base) ActivationLSTMCell (class in seisbench.models.base) add_augmentations() (GenericGenerator method) add_chunk_to_download_args() (AbstractBenchmarkDataset method) add_data() (WriterBuffer method) add_record() (DASDataWriter method) add_trace() (WaveformDataWriter method) AddGap (class in seisbench.generate.augmentation) AlignGroupsOnKey (class in seisbench.generate.windows) annotate() (DASModel method) (DepthPhaseNet method) (DepthPhaseTEAM method) (WaveformModel method) (WaveformPipeline method) annotate_async() (DASModel method) (WaveformModel method) annotate_batch_post() (BasicPhaseAE method) (DeepDenoiser method) (EQTransformer method) (PhaseNet method) (SeisDAE method) (Skynet method) (WaveformModel method) annotate_batch_pre() (BasicPhaseAE method) (CRED method) (DeepDenoiser method) (EQTransformer method) (GPD method) (PhaseNet method) (SeisDAE method) (Skynet method) (VariableLengthPhaseNet method) (WaveformModel method)

annotate_stream_pre() (WaveformModel method) annotate_stream_validate() (WaveformModel method) AQ2009Counts (class in seisbench.data.aq2009) AQ2009GM (class in seisbench.data.aq2009) augmentation() (GenericGenerator method) available_chunks() (AbstractBenchmarkDataset class method) (CEED class method) (CREW static method) (CWABase class method) (DASDataset static method) (ISC_EHB_DepthPhases static method) (MLAAPDE static method) (OBS static method) (RandomDASDataset class method) (WaveformDataset static method)

B

BasicPhaseAE (class in seisbench.models.aepicker) BenchmarkDataset (class in seisbench.data.base) BohemiaSaxony (class in seisbench.data.bohemia)

box_pick() (in module seisbench.generate.labeling) bucket_size (WaveformDataWriter property) Bucketer (class in seisbench.data.base) bucketer (WaveformDataWriter property)

C

cache (MultiWaveformDataset property) (WaveformDataset property) calc_output_shape_and_coordinates() (DASModel static method) callback_if_uncached() (in module seisbench.util.file) CEED (class in seisbench.data.ceed) ChangeDtype (class in seisbench.generate.augmentation) channel (DASPick attribute) (PatchCoordinate attribute) channel_int (PatchCoordinate property) ChannelDropout (class in seisbench.generate.augmentation) chunk2file (CWABase attribute) ChunkedDummyDataset (class in seisbench.data.dummy) chunks (DASDataset property) (WaveformDataset property) CircleDomain (class in seisbench.util.region) citation (AbstractBenchmarkDataset property) (CWABase attribute) (SeisBenchModel property) (WaveformPipeline property) classify() (DASModel method) (DepthPhaseNet method) (DepthPhaseTEAM method) (WaveformModel method) (WaveformPipeline method) classify_aggregate() (BasicPhaseAE method) (CRED method) (EQTP method) (EQTransformer method) (GPD method) (PhaseNet method) (Skynet method) (WaveformModel method)

classify_async() (DASModel method) (WaveformModel method) classify_callback (DASModel property) (DASWaveformModelWrapper property) (DeepSubDAS property) classify_stream_pre() (WaveformModel method) ClassifyOutput (class in seisbench.util.annotations) client (ETHZ property) component_classes() (WaveformPipeline class method) component_order (MultiWaveformDataset property) (WaveformDataset property) (WaveformModel property) component_strategy (DASWaveformModelWrapper property) confidence (DASPick attribute) coords (VirtualTransformedDataArray property) Copy (class in seisbench.generate.augmentation) copy() (DASDataset method) (WaveformDataset method) CRED (class in seisbench.models.cred) CREW (class in seisbench.data.crew) CustomLSTM (class in seisbench.models.base) CWA (class in seisbench.data.cwa) CWABase (class in seisbench.data.cwa) CWANoise (class in seisbench.data.cwa)

D

DASAnnotateCallback (class in seisbench.models.das_base) DASBenchmarkDataset (class in seisbench.data.das_base) DASDataset (class in seisbench.data.das_base) DASDataWriter (class in seisbench.data.das_base) DASModel (class in seisbench.models.das_base) DASPick (class in seisbench.util.annotations) DASPickingCallback (class in seisbench.models.das_base) DASWaveformModelWrapper (class in seisbench.models.das_wrapper) DATA_FILE (DASDataset attribute) data_format (WaveformDataset property) data_path (DASDataWriter property) DatasetInspection (class in seisbench.data.inspection) datasets (MultiDASDataset property) (MultiWaveformDataset property) DeepDenoiser (class in seisbench.models.deepdenoiser) DeepSubDAS (class in seisbench.models.deepsubdas) DepthFinder (class in seisbench.models.depthphase) DepthPhaseModel (class in seisbench.models.depthphase) DepthPhaseNet (class in seisbench.models.depthphase)

DepthPhaseTEAM (class in seisbench.models.depthphase) Detection (class in seisbench.util.annotations) DetectionLabeller (class in seisbench.generate.labeling) DetectionList (class in seisbench.util.annotations) detections_from_annotations() (WaveformModel static method) dev() (DASDataset method) (MultiDASDataset method) (MultiWaveformDataset method) (WaveformDataset method) device (SeisBenchModel property) dimension_order (MultiWaveformDataset property) (WaveformDataset property) docstring (WaveformPipeline property) download_ftp() (in module seisbench.util.file) download_http() (in module seisbench.util.file) dt (VirtualTransformedDataArray property) dtype (SeisBenchModel property) (VirtualTransformedDataArray property) DummyDataset (class in seisbench.data.dummy) dx (VirtualTransformedDataArray property)

E

end_time (DASPick attribute) EQSDenoiserCombined (class in seisbench.data.eqsdenoiser) EQSDenoiserEvents (class in seisbench.data.eqsdenoiser) EQSDenoiserNoise (class in seisbench.data.eqsdenoiser) EQTP (class in seisbench.models.eqtp)

EQTransformer (class in seisbench.models.eqtransformer) estimate_theoretical_output_shape() (VirtualTransformedDataArray static method) ETHZ (class in seisbench.data.ethz) EventParameters (class in seisbench.data.base) export() (DatasetInspection method)

F

fdsn_get_bulk_safe() (in module seisbench.util.trace_ops) Filter (class in seisbench.generate.augmentation) filter() (DASDataset method) (MultiDASDataset method) (MultiWaveformDataset method) (WaveformDataset method) filter_sos (VirtualTransformedDataArray property) FilterKeys (class in seisbench.generate.augmentation) finalize() (DASAnnotateCallback method) (DASPickingCallback method) (InMemoryCollectionCallback method) (MultiCallback method) (WriterBuffer method) (WriterCallback method) FixedWindow (class in seisbench.generate.windows) FKFilter (class in seisbench.models.das_base) flush_hdf5() (WaveformDataWriter method) forward() (ActivationLSTMCell method) (BasicPhaseAE method) (CRED method) (CustomLSTM method) (DASWaveformModelWrapper method) (DeepDenoiser method) (DeepSubDAS method) (DepthPhaseNet method) (EQTP method) (EQTransformer method) (FKFilter method) (GPD method) (PhaseNet method) (PhaseNetLight method) (SeisDAE method) (Skynet method) (VariableLengthPhaseNet method)

from_pretrained() (SeisBenchModel class method) (WaveformPipeline class method) from_pretrained_expand() (PhaseNet class method)

G

gaussian_pick() (in module seisbench.generate.labeling) GaussianNoise (class in seisbench.generate.augmentation) generate_label() (DeepDenoiser static method) (SeisDAE static method) GenericGenerator (class in seisbench.generate.generator) GEOFON (class in seisbench.data.geofon) GeometricBucketer (class in seisbench.data.base) Germany (class in seisbench.util.region) get_alaska_subset() (VCSEIS method) get_bucket() (Bucketer method) (GeometricBucketer method) get_cascade_subset() (VCSEIS method) get_catalog() (BohemiaSaxony method) get_dawson_septimus_subset() (PiSDL method) get_depth() (DepthFinder method) get_event_sample_indices() (WaveformDataset method) get_event_source_id() (WaveformDataset method) get_floodrisk_subset() (PiSDL method) get_group_idx_from_params() (MultiWaveformDataset method) (WaveformDataset method) get_group_samples() (MultiWaveformDataset method) (WaveformDataset method) get_group_size() (MultiWaveformDataset method) (WaveformDataset method) get_group_waveforms() (MultiWaveformDataset method) (WaveformDataset method) get_hawaii_subset() (VCSEIS method) get_idx_from_trace_name() (MultiWaveformDataset method) (WaveformDataset method) get_insheim_subset() (PiSDL method) get_inventory() (BohemiaSaxony method) get_long_period_earthquakes() (VCSEIS method) get_model_args() (BasicPhaseAE method) (CRED method) (DASModel method) (DeepDenoiser method) (DeepSubDAS method) (EQTransformer method) (GPD method) (PhaseNet method) (SeisBenchModel method) (SeisDAE method) (Skynet method) (VariableLengthPhaseNet method) (WaveformModel method)

get_noise_traces() (VCSEIS method) get_northern_california_subset() (VCSEIS method) get_patching_structure() (DASModel method) (DASWaveformModelWrapper method) get_pyrocko_event() (DatasetInspection method) get_pyrocko_picks() (DatasetInspection method) get_pyrocko_station() (DatasetInspection method) get_pyrocko_traces() (DatasetInspection method) get_query_parameters() (Germany method) get_regular_earthquakes() (VCSEIS method) get_resample_ratios() (DASModel method) get_results_dataframe() (DASPickingCallback method) get_results_dict() (DASAnnotateCallback method) (DASPickingCallback method) (InMemoryCollectionCallback method) (MultiCallback method) (WriterCallback method) get_sample() (DASDataset method) (MultiDASDataset method) (MultiWaveformDataset method) (WaveformDataset method) get_split() (DASDataset method) (MultiDASDataset method) (MultiWaveformDataset method) (WaveformDataset method) get_st_gallen_subset() (PiSDL method) get_station_waveform_data() (BohemiaSaxony method) get_switzerland_subset() (PiSDL method) get_vendenheim_subset() (PiSDL method) get_waveforms() (MultiWaveformDataset method) (WaveformDataset method) GPD (class in seisbench.models.gpd) group_stream() (GroupingHelper method) GroupGenerator (class in seisbench.generate.generator) grouping (GroupingHelper property) (MultiWaveformDataset property) (WaveformDataset property) GroupingHelper (class in seisbench.models.base) groups (MultiWaveformDataset property) (WaveformDataset property) guess_channel_coord_name() (VirtualTransformedDataArray static method)

H

handle_patch() (DASAnnotateCallback method) (DASPickingCallback method) (InMemoryCollectionCallback method) (MultiCallback method) (WriterCallback method)

hard_sigmoid() (in module seisbench.models.base)

I

in_channels (PatchingStructure attribute) in_notebook() (in module seisbench.util.auxiliary) in_samples (PatchingStructure attribute) index (EventParameters attribute) init_weights() (ActivationLSTMCell method) InMemoryCollectionCallback (class in seisbench.models.das_base) InstanceCounts (class in seisbench.data.instance)

InstanceCountsCombined (class in seisbench.data.instance) InstanceGM (class in seisbench.data.instance) InstanceNoise (class in seisbench.data.instance) Iquique (class in seisbench.data.iquique) is_in_domain() (CircleDomain method) (Germany method) (RectangleDomain method) ISC_EHB_DepthPhases (class in seisbench.data.isc_ehb)

L

label() (DetectionLabeller method) (ProbabilisticPointLabeller method) (StandardLabeller method) (StepLabeller method) (StreamPickLabeller method) (SupervisedLabeller method) LenDB (class in seisbench.data.lendb) LFEDetect (class in seisbench.models.lfe_detect) LFEStacksCascadiaBostock2015 (class in seisbench.data.lfe_stacks)

LFEStacksMexicoFrank2014 (class in seisbench.data.lfe_stacks) LFEStacksSanAndreasShelly2017 (class in seisbench.data.lfe_stacks) license (AbstractBenchmarkDataset property) list_pretrained() (SeisBenchModel class method) (WaveformPipeline class method) list_versions() (SeisBenchModel class method) load() (SeisBenchModel class method) LoadingContext (class in seisbench.data.base) ls_webdav() (in module seisbench.util.file)

M

Meier2019JGR (class in seisbench.data.scedc) metadata (DASDataset property) (MultiDASDataset property) (MultiWaveformDataset property) (WaveformDataset property) metadata_cache (MultiWaveformDataset property) (WaveformDataset property) METADATA_FILE (DASDataset attribute) metadata_path (DASDataWriter property) min_max_normalization() (in module seisbench.util.torch_helpers) missing_components (MultiWaveformDataset property) (WaveformDataset property) MissingOptionalDependency (class in seisbench.util.auxiliary) MLAAPDE (class in seisbench.data.neic) module seisbench.data.aq2009 seisbench.data.base seisbench.data.ceed seisbench.data.crew seisbench.data.cwa seisbench.data.das_base seisbench.data.dummy seisbench.data.eqsdenoiser seisbench.data.ethz seisbench.data.geofon seisbench.data.inspection seisbench.data.instance seisbench.data.iquique seisbench.data.isc_ehb seisbench.data.lendb seisbench.data.lfe_stacks seisbench.data.neic seisbench.data.obs seisbench.data.obst2024 seisbench.data.pisdl seisbench.data.pnw seisbench.data.scedc seisbench.data.stead seisbench.data.txed seisbench.data.vcseis seisbench.generate.augmentation seisbench.generate.generator seisbench.generate.labeling seisbench.generate.windows seisbench.models.aepicker seisbench.models.base seisbench.models.das_base seisbench.models.das_wrapper seisbench.models.deepsubdas seisbench.models.gpd seisbench.models.lfe_detect seisbench.models.obstransformer seisbench.models.phasenet seisbench.models.pickblue seisbench.models.skynet seisbench.util.annotations seisbench.util.arraytools seisbench.util.auxiliary seisbench.util.file seisbench.util.region seisbench.util.torch_helpers seisbench.util.trace_ops

MultiCallback (class in seisbench.models.das_base) MultiDASDataset (class in seisbench.data.das_base) MultiWaveformDataset (class in seisbench.data.base)

N

n_events() (WaveformDataset method) name (AbstractBenchmarkDataset property) (SeisBenchModel property) (WaveformDataset property) (WaveformPipeline property)

NEIC (class in seisbench.data.neic) Normalize (class in seisbench.generate.augmentation) normalize_batch() (DeepSubDAS method) NullAugmentation (class in seisbench.generate.augmentation)

O

OBS (class in seisbench.data.obs) OBST2024 (class in seisbench.data.obst2024) OBSTransformer (class in seisbench.models.obstransformer) OneOf (class in seisbench.generate.augmentation)

out_channels (PatchingStructure attribute) out_samples (PatchingStructure attribute) overlap_channels (PatchingStructure attribute) overlap_samples (PatchingStructure attribute)

P

pad_packed_sequence() (in module seisbench.util.arraytools) PatchCoordinate (class in seisbench.models.das_base) PatchingStructure (class in seisbench.models.das_base) path (AbstractBenchmarkDataset property) (DASDataset property) (WaveformDataset property) path_back_azimuth_deg (TraceParameters attribute) phase (DASPick attribute) PhaseNet (class in seisbench.models.phasenet) PhaseNetLight (class in seisbench.models.phasenet) phases (EQTransformer property) (GPD property) Pick (class in seisbench.util.annotations) PickBlue() (in module seisbench.models.pickblue) PickLabeller (class in seisbench.generate.labeling) PickList (class in seisbench.util.annotations)

picks_from_annotations() (WaveformModel static method) PiSDL (class in seisbench.data.pisdl) plot_map() (MultiWaveformDataset method) (WaveformDataset method) PNW (class in seisbench.data.pnw) PNWAccelerometers (class in seisbench.data.pnw) PNWExotic (class in seisbench.data.pnw) PNWNoise (class in seisbench.data.pnw) PolarityLabeller (class in seisbench.generate.labeling) precheck_url() (in module seisbench.util.file) preload_waveforms() (MultiWaveformDataset method) (WaveformDataset method) ProbabilisticLabeller (class in seisbench.generate.labeling) ProbabilisticPointLabeller (class in seisbench.generate.labeling) probabilities (OneOf property) pyrocko_snuffle_event() (DatasetInspection method) pyrocko_snuffle_sample() (DatasetInspection method)

R

RandomArrayRotation (class in seisbench.generate.augmentation) RandomDASDataset (class in seisbench.data.das_base) RandomWindow (class in seisbench.generate.windows) range_channels (PatchingStructure attribute) range_samples (PatchingStructure attribute) RealNoise (class in seisbench.generate.augmentation) RectangleDomain (class in seisbench.util.region) region_filter() (MultiWaveformDataset method) (WaveformDataset method)

region_filter_receiver() (MultiWaveformDataset method) (WaveformDataset method) region_filter_source() (MultiWaveformDataset method) (WaveformDataset method) resample() (WaveformModel static method) Ross2018GPD (class in seisbench.data.scedc) Ross2018JGRFM (class in seisbench.data.scedc) Ross2018JGRPick (class in seisbench.data.scedc) rotate_stream_to_zne() (in module seisbench.util.trace_ops) RotateHorizontalComponents (class in seisbench.generate.augmentation)

S

safe_extract_tar() (in module seisbench.util.file) sample (PatchCoordinate attribute) sample_int (PatchCoordinate property) sampling_rate (MultiWaveformDataset property) sanitize_mismatching_overlapping_records() (WaveformModel static method) save() (DASWaveformModelWrapper method) (SeisBenchModel method) SCEDC (class in seisbench.data.scedc) seisbench.data.aq2009 module seisbench.data.base module seisbench.data.ceed module seisbench.data.crew module seisbench.data.cwa module seisbench.data.das_base module seisbench.data.dummy module seisbench.data.eqsdenoiser module seisbench.data.ethz module seisbench.data.geofon module seisbench.data.inspection module seisbench.data.instance module seisbench.data.iquique module seisbench.data.isc_ehb module seisbench.data.lendb module seisbench.data.lfe_stacks module seisbench.data.neic module seisbench.data.obs module seisbench.data.obst2024 module seisbench.data.pisdl module seisbench.data.pnw module seisbench.data.scedc module seisbench.data.stead module seisbench.data.txed module seisbench.data.vcseis module seisbench.generate.augmentation module seisbench.generate.generator module seisbench.generate.labeling module seisbench.generate.windows module seisbench.models.aepicker module seisbench.models.base module seisbench.models.das_base module seisbench.models.das_wrapper module seisbench.models.deepsubdas module seisbench.models.gpd module seisbench.models.lfe_detect module seisbench.models.obstransformer module

seisbench.models.phasenet module seisbench.models.pickblue module seisbench.models.skynet module seisbench.util.annotations module seisbench.util.arraytools module seisbench.util.auxiliary module seisbench.util.file module seisbench.util.region module seisbench.util.torch_helpers module seisbench.util.trace_ops module SeisBenchModel (class in seisbench.models.base) SeisDAE (class in seisbench.models.seisdae) select() (DetectionList method) (PickList method) SelectOrPadAlongAxis (class in seisbench.generate.windows) set_total() (WaveformDataWriter method) setup() (DASAnnotateCallback method) (DASPickingCallback method) (InMemoryCollectionCallback method) (MultiCallback method) (WriterCallback method) shape (VirtualTransformedDataArray property) shift_channels (PatchingStructure property) shift_samples (PatchingStructure property) Skynet (class in seisbench.models.skynet) SlidingWindow (class in seisbench.generate.windows) source_depth_km (EventParameters attribute) source_depth_uncertainty_km (EventParameters attribute) source_focal_mechanism_n_azimuth (EventParameters attribute) source_focal_mechanism_n_length (EventParameters attribute) source_focal_mechanism_n_plunge (EventParameters attribute) source_focal_mechanism_p_azimuth (EventParameters attribute) source_focal_mechanism_p_length (EventParameters attribute) source_focal_mechanism_p_plunge (EventParameters attribute) source_focal_mechanism_t_azimuth (EventParameters attribute) source_focal_mechanism_t_length (EventParameters attribute) source_focal_mechanism_t_plunge (EventParameters attribute) source_id (EventParameters attribute) source_latitude_deg (EventParameters attribute) source_latitude_uncertainty_km (EventParameters attribute) source_longitude_deg (EventParameters attribute) source_longitude_uncertainty_km (EventParameters attribute) source_magnitude (EventParameters attribute) source_magnitude_author (EventParameters attribute) source_magnitude_type (EventParameters attribute) source_magnitude_uncertainty (EventParameters attribute) source_origin_time (EventParameters attribute) source_origin_uncertainty_sec (EventParameters attribute) split (EventParameters attribute) src_repo_name (CWA attribute) (CWABase attribute) (CWANoise attribute) stacking (WriterBuffer property) StandardLabeller (class in seisbench.generate.labeling) start_time (DASPick attribute) station_code (TraceParameters attribute) station_elevation_m (TraceParameters attribute) station_latitude_deg (TraceParameters attribute) station_location_code (TraceParameters attribute) station_longitude_deg (TraceParameters attribute) station_network_code (TraceParameters attribute) STEAD (class in seisbench.data.stead) SteeredGenerator (class in seisbench.generate.generator) SteeredWindow (class in seisbench.generate.windows) StepLabeller (class in seisbench.generate.labeling) STFTDenoiserLabeller (class in seisbench.generate.labeling) stream_slice() (in module seisbench.util.trace_ops) stream_to_array() (in module seisbench.util.trace_ops) (WaveformModel method) StreamPickLabeller (class in seisbench.generate.labeling) SupervisedLabeller (class in seisbench.generate.labeling)

T

tar_file() (CWABase method) test() (DASDataset method) (MultiDASDataset method) (MultiWaveformDataset method) (WaveformDataset method) time (DASPick attribute) to_dataframe() (DetectionList method) (PickList method) to_preferred_device() (SeisBenchModel method) torch_detrend() (in module seisbench.util.arraytools) torch_dtype_to_numpy() (in module seisbench.models.das_base) trace_channel (TraceParameters attribute) trace_completeness (TraceParameters attribute) trace_component_order (TraceParameters attribute) trace_has_spikes (TraceParameters attribute)

trace_has_spikes() (in module seisbench.util.trace_ops) trace_id_without_component() (GroupingHelper static method) trace_name (TraceParameters attribute) trace_sampling_rate_hz (TraceParameters attribute) trace_start_time (TraceParameters attribute) TraceParameters (class in seisbench.data.base) train() (DASDataset method) (MultiDASDataset method) (MultiWaveformDataset method) (WaveformDataset method) train_dev_test() (DASDataset method) (MultiDASDataset method) (MultiWaveformDataset method) (WaveformDataset method) triangle_pick() (in module seisbench.generate.labeling) TXED (class in seisbench.data.txed)

U

UTCOffsets (class in seisbench.generate.windows)

V

VariableLengthPhaseNet (class in seisbench.models.phasenet)

VCSEIS (class in seisbench.data.vcseis) VirtualTransformedDataArray (class in seisbench.models.das_base)

W

w_channel (PatchCoordinate attribute) w_sample (PatchCoordinate attribute) waveform_id_to_network_station_location() (in module seisbench.util.trace_ops) WaveformBenchmarkDataset (class in seisbench.data.base) WaveformDataset (class in seisbench.data.base) WaveformDataWriter (class in seisbench.data.base) WaveformModel (class in seisbench.models.base)

WaveformPipeline (class in seisbench.models.base) waveforms_to_spectrogram() (CRED static method) weights_docstring (SeisBenchModel property) weights_version (SeisBenchModel property) WindowAroundSample (class in seisbench.generate.windows) worker_seeding() (in module seisbench.util.torch_helpers) WriterBuffer (class in seisbench.models.das_base) WriterCallback (class in seisbench.models.das_base)

Z

z_score_normalization() (in module seisbench.util.torch_helpers)