JUNZHU-SEIS / TLPN

Transfer Learning for PhaseNet

Last updated: 7 Mar 2022

1. Install Anaconda and requirements

• Download TLPN repository

git clone https://github.com/JUNZHU-SEIS/TLPN.git
cd TLPN

• Create TLPN environment (for Chinese users, the anaconda mirror maintained by tuna is recommended to download pytorch.)

conda env create -f env.yml # It might take you a long time
conda activate TLPN

2. Pre-trained model

Located in directory: model/tlstead.pt

3. Batch prediction

See details in the notebook: example_batch_prediction.ipynb

4. Predict a continuous waveform

See details in the notebook: example_predict_continuous_waveform.ipynb