Index

_

__init__() (seisnn.components.TFRecordConverter method) (seisnn.core.Instance method) (seisnn.core.Label method) (seisnn.core.Metadata method) (seisnn.core.Pick method) (seisnn.core.Trace method) (seisnn.example_proto.Feature method) (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) (seisnn.model.evaluator.BaseEvaluator method) (seisnn.model.evaluator.GeneratorEvaluator method) (seisnn.model.GAN_trainer.BaseTrainer method) (seisnn.model.GAN_trainer.GeneratorTrainer method) (seisnn.model.trainer.BaseTrainer method) (seisnn.model.trainer.GeneratorTrainer method) (seisnn.plot.ProjectionConverter method) (seisnn.sql.Client method) (seisnn.sql.DatabaseInspector method) (seisnn.sql.Event method) (seisnn.sql.Inventory method) (seisnn.sql.Pick method) (seisnn.sql.TFRecord method) (seisnn.sql.Waveform method) (seisnn.utils.Config method)

A

activity_regularizer (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) add_db() (seisnn.sql.Event method) (seisnn.sql.Inventory method) (seisnn.sql.Pick method) (seisnn.sql.TFRecord method) (seisnn.sql.Waveform method) add_inventory() (seisnn.sql.Client method) add_loss() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) add_metric() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method)

add_sfile_events() (seisnn.sql.Client method) add_update() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) add_variable() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) add_weight() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) apply() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method)

B

BaseEvaluator (class in seisnn.model.evaluator) BaseTrainer (class in seisnn.model.GAN_trainer) (class in seisnn.model.trainer) batch() (in module seisnn.utils) batch_iterator() (in module seisnn.example_proto) batch_operation() (in module seisnn.utils)

build() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) build_cgan() (in module seisnn.model.GAN_model) build_discriminator() (in module seisnn.model.GAN_model) build_patch_discriminator() (in module seisnn.model.GAN_model)

C

call() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) change_station_code() (in module seisnn.io) clear_table() (seisnn.sql.Client method) Client (class in seisnn.sql) color_palette() (in module seisnn.plot) compute_dtype (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) compute_mask() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method)

compute_output_shape() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) compute_output_signature() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) Config (class in seisnn.utils) convert() (seisnn.plot.ProjectionConverter method) convert_training_from_picks() (seisnn.components.TFRecordConverter method) count_params() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method)

D

DatabaseInspector (class in seisnn.sql) dtype (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) dtype_policy (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

dynamic (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

E

eval_eager_tensor() (in module seisnn.example_proto)

Event (class in seisnn.sql) event_summery() (seisnn.sql.DatabaseInspector method)

F

Feature (class in seisnn.example_proto) feature_to_example() (in module seisnn.example_proto) flatten_list() (in module seisnn.utils) from_config() (seisnn.model.attention.MultiHeadSelfAttention class method) (seisnn.model.attention.ResBlock class method) (seisnn.model.attention.TransformerBlockD class method) (seisnn.model.attention.TransformerBlockE class method)

from_example() (seisnn.core.Instance method) from_feature() (seisnn.core.Instance method) from_stream() (seisnn.core.Instance method) (seisnn.core.Trace method)

G

generate_label() (seisnn.core.Label method) GeneratorEvaluator (class in seisnn.model.evaluator) GeneratorTrainer (class in seisnn.model.GAN_trainer) (class in seisnn.model.trainer) get_config() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) get_dir_list() (in module seisnn.utils) get_distinct_items() (seisnn.sql.Client method) get_event() (in module seisnn.io) get_events() (seisnn.sql.Client method) get_exclude_items() (seisnn.sql.Client method) get_input_at() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) get_input_mask_at() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) get_input_shape_at() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) get_instance_list() (seisnn.components.TFRecordConverter method) get_inventories() (seisnn.sql.Client method) get_losses_for() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method)

get_matched_list() (seisnn.sql.Client method) get_output_at() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) get_output_mask_at() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) get_output_shape_at() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) get_picks() (seisnn.core.Label method) (seisnn.sql.Client method) get_table_class() (seisnn.sql.Client static method) get_tfrecord() (seisnn.sql.Client method) get_tfrecord_dir() (seisnn.core.Instance method) get_time_array() (in module seisnn.plot) get_time_window() (seisnn.components.TFRecordConverter method) get_updates_for() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) get_waveform() (seisnn.sql.Client method) get_weights() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method)

I

inbound_nodes (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) input (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) input_mask (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

input_shape (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) input_spec (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) Instance (class in seisnn.core) Inventory (class in seisnn.sql) inventory_summery() (seisnn.sql.DatabaseInspector method)

L

Label (class in seisnn.core) losses (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

M

make_dirs() (in module seisnn.utils) Metadata (class in seisnn.core) metrics (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) module seisnn seisnn.components seisnn.core seisnn.example_proto seisnn.io seisnn.logger seisnn.model seisnn.model.attention seisnn.model.evaluator seisnn.model.GAN_model seisnn.model.GAN_trainer seisnn.model.generator seisnn.model.trainer seisnn.plot seisnn.qc seisnn.sql seisnn.utils

MultiHeadSelfAttention (class in seisnn.model.attention)

N

name (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) name_scope (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

nest_net() (in module seisnn.model.generator) non_trainable_variables (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) non_trainable_weights (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

O

outbound_nodes (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) output (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

output_mask (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) output_shape (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

P

parallel() (in module seisnn.utils) Pick (class in seisnn.core) (class in seisnn.sql) pick_summery() (seisnn.sql.DatabaseInspector method) plot() (seisnn.core.Instance method) plot_confusion_matrix() (in module seisnn.plot) plot_dataset() (in module seisnn.plot) plot_error_distribution() (in module seisnn.plot)

plot_event_magnitudes_distribution() (in module seisnn.plot) plot_loss() (in module seisnn.plot) plot_map() (in module seisnn.plot) (seisnn.sql.DatabaseInspector method) plot_PGA_distribution() (in module seisnn.plot) plot_snr_distribution() (in module seisnn.plot) precision_recall_f1_score() (in module seisnn.qc) predict() (seisnn.model.evaluator.GeneratorEvaluator method) ProjectionConverter (class in seisnn.plot)

R

read_afile() (in module seisnn.io) read_afile_directory() (in module seisnn.io) read_CVA_waveform() (in module seisnn.io) read_dataset() (in module seisnn.io) read_event_list() (in module seisnn.io) read_GDMSstations() (in module seisnn.io) read_header() (in module seisnn.io) read_hyp() (in module seisnn.io) (seisnn.sql.Client method)

read_kml_placemark() (in module seisnn.io) (seisnn.sql.Client method) read_lines() (in module seisnn.io) read_sds() (in module seisnn.io) read_tfrecord_header() (seisnn.sql.Client method) remove_duplicates() (seisnn.sql.Client method) replace_sql_wildcard() (seisnn.sql.Client static method) ResBlock (class in seisnn.model.attention) ResNet_build() (in module seisnn.model.attention)

S

save_loss() (in module seisnn.logger) seisnn module seisnn.components module seisnn.core module seisnn.example_proto module seisnn.io module seisnn.logger module seisnn.model module seisnn.model.attention module seisnn.model.evaluator module seisnn.model.GAN_model module seisnn.model.GAN_trainer module seisnn.model.generator module

seisnn.model.trainer module seisnn.plot module seisnn.qc module seisnn.sql module seisnn.utils module sequence_example_parser() (in module seisnn.example_proto) session_scope() (seisnn.sql.Client method) set_weights() (seisnn.model.attention.MultiHeadSelfAttention method) (seisnn.model.attention.ResBlock method) (seisnn.model.attention.TransformerBlockD method) (seisnn.model.attention.TransformerBlockE method) signal_preprocessing() (seisnn.components.TFRecordConverter method) signal_to_noise_ratio() (in module seisnn.qc) submodules (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) supports_masking (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

T

TFRecord (class in seisnn.sql) TFRecordConverter (class in seisnn.components) to_example() (seisnn.core.Instance method) to_feature() (seisnn.core.Instance method) to_tfrecord() (seisnn.core.Instance method) Trace (class in seisnn.core) train_loop() (seisnn.model.GAN_trainer.GeneratorTrainer method) (seisnn.model.trainer.GeneratorTrainer method) train_step() (seisnn.model.GAN_trainer.GeneratorTrainer method) (seisnn.model.trainer.GeneratorTrainer method) trainable_variables (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

trainable_weights (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property) transformer() (in module seisnn.model.attention) TransformerBlockD (class in seisnn.model.attention) TransformerBlockE (class in seisnn.model.attention) trim_trace() (seisnn.components.TFRecordConverter static method)

U

unet() (in module seisnn.model.generator)

unet_padding_size() (in module seisnn.utils)

V

variable_dtype (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

variables (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

W

Waveform (class in seisnn.sql) waveform_summery() (seisnn.sql.DatabaseInspector method) weights (seisnn.model.attention.MultiHeadSelfAttention property) (seisnn.model.attention.ResBlock property) (seisnn.model.attention.TransformerBlockD property) (seisnn.model.attention.TransformerBlockE property)

with_name_scope() (seisnn.model.attention.MultiHeadSelfAttention class method) (seisnn.model.attention.ResBlock class method) (seisnn.model.attention.TransformerBlockD class method) (seisnn.model.attention.TransformerBlockE class method) write_hyp_station() (in module seisnn.io) write_picks_to_database() (seisnn.core.Label method) write_tfrecord() (in module seisnn.io)