/Seismic-classifier

Practical earthquake event classifier, which accurately classifies earthquake events into natural earthquakes, explosion, collapse, etc.

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Seismic classifier

Practical earthquake event classifier, which accurately classifies earthquake events into natural earthquakes, explosion, collapse, etc.

Papers

Rapid classifcation of local seismic events using machine learning DOI: 10.1007/s10950-022-10109-5 Full text link: https://rdcu.be/cVUOz

Source code description:


For specific function descriptions, please follow the detailed comments in the code. independent_test.py Independent test file train.py Training file model.py Function definitions necessary for training the model model_definition.py Model definition file