Welcome to SeisBench
Installation and configuration
The SeisBench data format
Benchmark Datasets
SeisBench Model API
Examples
Contributing to SeisBench
Documentation
SeisBench
Index
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Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
A
ActivationLSTMCell (class in seisbench.models.base)
add_augmentations() (GenericGenerator method)
add_trace() (WaveformDataWriter method)
AddGap (class in seisbench.generate.augmentation)
AlignGroupsOnKey (class in seisbench.generate.windows)
annotate() (DepthPhaseNet method)
(DepthPhaseTEAM method)
(WaveformModel method)
(WaveformPipeline method)
annotate_async() (WaveformModel method)
annotate_batch_post() (BasicPhaseAE method)
(DeepDenoiser method)
(EQTransformer method)
(PhaseNet method)
(WaveformModel method)
annotate_batch_pre() (BasicPhaseAE method)
(CRED method)
(DeepDenoiser method)
(EQTransformer method)
(GPD method)
(PhaseNet method)
(VariableLengthPhaseNet method)
(WaveformModel method)
annotate_stream_pre() (WaveformModel method)
annotate_stream_validate() (WaveformModel method)
augmentation() (GenericGenerator method)
available_chunks() (BenchmarkDataset class method)
(ISC_EHB_DepthPhases static method)
(MLAAPDE static method)
(OBS static method)
(WaveformDataset static method)
B
BasicPhaseAE (class in seisbench.models.aepicker)
BenchmarkDataset (class in seisbench.data.base)
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)
callback_if_uncached() (in module seisbench.util.file)
ChangeDtype (class in seisbench.generate.augmentation)
ChannelDropout (class in seisbench.generate.augmentation)
ChunkedDummyDataset (class in seisbench.data.dummy)
chunks (WaveformDataset property)
CircleDomain (class in seisbench.util.region)
citation (BenchmarkDataset property)
(SeisBenchModel property)
(WaveformPipeline property)
classify() (DepthPhaseNet method)
(DepthPhaseTEAM method)
(WaveformModel method)
(WaveformPipeline method)
classify_aggregate() (BasicPhaseAE method)
(CRED method)
(EQTransformer method)
(GPD method)
(PhaseNet method)
(WaveformModel method)
classify_async() (WaveformModel method)
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)
Copy (class in seisbench.generate.augmentation)
copy() (WaveformDataset method)
CRED (class in seisbench.models.cred)
CustomLSTM (class in seisbench.models.base)
D
data_format (WaveformDataset property)
datasets (MultiWaveformDataset property)
DeepDenoiser (class in seisbench.models.deepdenoiser)
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() (MultiWaveformDataset method)
(WaveformDataset method)
device (WaveformModel property)
dimension_order (MultiWaveformDataset property)
(WaveformDataset property)
docstring (WaveformPipeline property)
download_ftp() (in module seisbench.util.file)
download_http() (in module seisbench.util.file)
DummyDataset (class in seisbench.data.dummy)
E
EQTransformer (class in seisbench.models.eqtransformer)
ETHZ (class in seisbench.data.ethz)
F
fdsn_get_bulk_safe() (in module seisbench.util.trace_ops)
Filter (class in seisbench.generate.augmentation)
filter() (MultiWaveformDataset method)
(WaveformDataset method)
FilterKeys (class in seisbench.generate.augmentation)
FixedWindow (class in seisbench.generate.windows)
flush_hdf5() (WaveformDataWriter method)
forward() (ActivationLSTMCell method)
(BasicPhaseAE method)
(CRED method)
(CustomLSTM method)
(DeepDenoiser method)
(DepthPhaseNet method)
(EQTransformer method)
(GPD method)
(PhaseNet method)
(PhaseNetLight 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)
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_bucket() (Bucketer method)
(GeometricBucketer method)
get_depth() (DepthFinder 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_idx_from_trace_name() (MultiWaveformDataset method)
(WaveformDataset method)
get_model_args() (BasicPhaseAE method)
(CRED method)
(DeepDenoiser method)
(EQTransformer method)
(GPD method)
(PhaseNet method)
(SeisBenchModel method)
(VariableLengthPhaseNet method)
(WaveformModel method)
get_query_parameters() (Germany method)
get_sample() (MultiWaveformDataset method)
(WaveformDataset method)
get_split() (MultiWaveformDataset method)
(WaveformDataset 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)
H
hard_sigmoid() (in module seisbench.models.base)
I
in_notebook() (in module seisbench.util.auxiliary)
init_weights() (ActivationLSTMCell method)
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)
(ProbabilisticLabeller method)
(ProbabilisticPointLabeller method)
(StandardLabeller method)
(StepLabeller 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 (BenchmarkDataset 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 (MultiWaveformDataset property)
(WaveformDataset property)
metadata_cache (MultiWaveformDataset property)
(WaveformDataset property)
missing_components (MultiWaveformDataset property)
(WaveformDataset property)
MLAAPDE (class in seisbench.data.neic)
module
seisbench.data.base
seisbench.data.dummy
seisbench.data.ethz
seisbench.data.geofon
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.pnw
seisbench.data.scedc
seisbench.data.stead
seisbench.data.txed
seisbench.generate.augmentation
seisbench.generate.generator
seisbench.generate.labeling
seisbench.generate.windows
seisbench.models.aepicker
seisbench.models.base
seisbench.models.gpd
seisbench.models.lfe_detect
seisbench.models.obstransformer
seisbench.models.phasenet
seisbench.models.pickblue
seisbench.util.annotations
seisbench.util.arraytools
seisbench.util.auxiliary
seisbench.util.file
seisbench.util.region
seisbench.util.torch_helpers
seisbench.util.trace_ops
MultiWaveformDataset (class in seisbench.data.base)
N
name (BenchmarkDataset property)
(SeisBenchModel property)
(WaveformDataset property)
(WaveformPipeline property)
NEIC (class in seisbench.data.neic)
Normalize (class in seisbench.generate.augmentation)
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)
P
pad_packed_sequence() (in module seisbench.util.arraytools)
path (BenchmarkDataset property)
(WaveformDataset property)
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)
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)
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)
R
RandomArrayRotation (class in seisbench.generate.augmentation)
RandomWindow (class in seisbench.generate.windows)
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)
S
safe_extract_tar() (in module seisbench.util.file)
sampling_rate (MultiWaveformDataset property)
sanitize_mismatching_overlapping_records() (WaveformModel static method)
save() (SeisBenchModel method)
SCEDC (class in seisbench.data.scedc)
seisbench.data.base
module
seisbench.data.dummy
module
seisbench.data.ethz
module
seisbench.data.geofon
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.pnw
module
seisbench.data.scedc
module
seisbench.data.stead
module
seisbench.data.txed
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.gpd
module
seisbench.models.lfe_detect
module
seisbench.models.obstransformer
module
seisbench.models.phasenet
module
seisbench.models.pickblue
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)
select() (DetectionList method)
(PickList method)
SelectOrPadAlongAxis (class in seisbench.generate.windows)
set_total() (WaveformDataWriter method)
SlidingWindow (class in seisbench.generate.windows)
StandardLabeller (class in seisbench.generate.labeling)
STEAD (class in seisbench.data.stead)
SteeredGenerator (class in seisbench.generate.generator)
SteeredWindow (class in seisbench.generate.windows)
StepLabeller (class in seisbench.generate.labeling)
stream_to_array() (in module seisbench.util.trace_ops)
(WaveformModel method)
SupervisedLabeller (class in seisbench.generate.labeling)
T
test() (MultiWaveformDataset method)
(WaveformDataset method)
torch_detrend() (in module seisbench.util.arraytools)
trace_has_spikes() (in module seisbench.util.trace_ops)
trace_id_without_component() (GroupingHelper static method)
train() (MultiWaveformDataset method)
(WaveformDataset method)
train_dev_test() (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)
W
waveform_id_to_network_station_location() (in module seisbench.util.trace_ops)
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)
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