CDRP_TF

CNN Event Detection & RNN Phase Picking (in Tensorflow)

tflib defines genral methods in tensorflow

tflib

layers
nn_model

seisnet defines neural networks for seismic data processing

seisnet

config
data_pipeline
models

preprocess contains scripts for making TFRecords files

preprocess

make_all
mk_dataset

run train.py to train the model
picker.py connect DetNet and PpkNet as a hybrid architecture for extracting seismic arrivals from continuous waveforms.

# use CDRP model
import picker
picker = picker.CDRP_Picker(out_file, ckpt_dir)
picker.pick(stream) # input obspy.stream

stable for Tensorflow 1.13.1 + Python 3.6.7
Please reference: https://doi.org/10.1785/0220180319