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Keras implemetation of PickNet and examples for training on STEAD and INSTANCE datasets

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PickNet_keras

Keras and TF2.0 implemetation of PickNet and examples for training on DiTing, STEAD, and INSTANCE datasets.

Python=3.8.11 Tensorflow=2.2.0 Keras=2.4.3 HDF5=2.10.0 YAML=0.2.5

Please cite: Wang, J.*, Xiao, Z.*, Liu, C., Zhao, D., & Yao, Z. (2019). Deep learning for picking seismic arrival times. Journal of Geophysical Research: Solid Earth, 124, 6612– 6624. https://doi.org/10.1029/2019JB017536

Original TF1.0 implementation: https://www.researchgate.net/profile/Jian_Wang78/publications.

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