/quakeml

Library for predicting laboratory earthquakes.

Primary LanguageJupyter NotebookMIT LicenseMIT

QuakeML

Can you predict a laboratory earthquake?

Dataset

Download the LANL Earthquake Prediction dataset (all.zip) from Kaggle and place in the directory /data/raw/.

├── data
│   ├── features
│   ├── processed
│   ├── raw
│   │   ├── all.zip
│   ├── training
├── quakeml
├── README
.gitignore
LICENSE.txt
README.md
requirements.txt
setup.py

Run the notebook /quakeml/training/data/notebooks/create_db.ipynb to generate testing and training datasets.

from quakeml.training.data.dataset import Dataset

# Initialize
datasets = Dataset()

# Generate dataset
datasets.generate_db()

License

MIT