2023-07-05 09:58:06 +02:00
2023-07-05 09:58:06 +02:00
2023-07-05 09:58:06 +02:00
2023-07-05 09:58:06 +02:00
2023-07-05 09:58:06 +02:00
2023-07-05 09:58:06 +02:00
2023-07-05 09:58:06 +02:00
2023-07-05 09:58:06 +02:00
2023-07-05 09:58:06 +02:00

Demo notebooks and scripts for EPOS AI Platform

This repo contains notebooks and scripts demonstrating how to:

  • Prepare IGF data for training model detecting P phase (i.e. transform mseeds into SeisBench data format), check the notebook. The original data can be downloaded from the drive

  • Explore available data, check the notebook

  • Train cnn model (Seisbench PhaseNet)to detect P phase, check the script

  • Search for the best training hyperparams, check the script

  • Validate model performance, check the notebook

  • Use model for detecting P phase, check the notebook

Usage

To install all dependencies run: poetry install

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Readme 7.4 MiB
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Jupyter Notebook 98.8%
Python 1.2%