Setup - Githubissues

blainerothrock / earthquakes

Supporting code for "Automating the Detection of Dynamically Triggered Earthquakes via a Deep Metric Learning Algorithm"

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Setup #1

Closed blainerothrock closed 4 years ago

blainerothrock commented 4 years ago

Install and successful run pre-processing, training and testing scripts from deep metric learning model

blainerothrock commented 4 years ago

Installation Instructions

conda create -n earthquakes --python=3.7
conda install numpy <-- must be install before obspy dependency in requirements.txt
Removed version dependency for scikit-learn and matplotlib. Using latest versions
pip install -r requirements.txt

blainerothrock commented 4 years ago

Data

The data to reproduce the paper results can be found here (NW Box account)

Tremor data is found on the GPGPU machine.

blainerothrock commented 4 years ago

PyCharm setup

I cloned the repo on my Ubuntu machine and using PyCharm's deployment function synced the repo to my local machine. All data lives on the remote server, but I can edit locally on my mac.

blainerothrock commented 4 years ago

Running the provided scripts from the README seem to produce desired results... although when testing the prediction do not seem to match.