Earthquake detection on fiber-optic data using machine learning

Getting started

Update the submodules

After cloning the repository, run the following commands to initialize and
update the submodules.

git submodule init
git submodule update

Requirements

You can run the project from an interactive bash session within the provided
Docker container:

docker run --gpus all -it fantine/ml_framework:latest bash

If you do not have root permissions to run Docker, Singularity might be a good alternative for you. Refer to
containers/README.md for more details.

Folder structure

• bin: Scripts to run machine learning jobs.
• catalog: Earthquake and background noise database.
• config: Configuration files.
• containers: Details on how to use containers for this project.
• das_reader:

   

   

   

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