This repository contains code for preprocessing borehole strainmeter data and a deep learning-based algorithm for the detection of slow slip events (SSEs).

An advanced generalized autoencoder for dimensionality reduction and feature extraction

This repository contains a project analyzing seismic tremor signals from Iceland's 2021 Geldingadalir eruption. Utilizing unsupervised machine learning, specifically Deep Embedded Clustering (DEC),…

sample notebooks and environment for working with Earthscope strainmeter data

python tools for working with strainmeter data

Clustering Tremor

Tools to help earthquake forecast model developers build and evaluate their forecasts

Bayesian Earthquake Analysis Tool

This repo contains the database and supporting materials for Deep-Learning Seismology

Learnable scattering network in TensorFlow

This repository contains data and instructions for how to implement the RISCluster package.

End-to-end earthquake detection pipeline via efficient time series similarity search

The transformer earthquake alerting model

EQTransformer, a python package for earthquake signal detection and phase picking using AI.

Receiver function calculation in seismology

Ambient Seismic Noise Generator

SeisBench - A toolbox for machine learning in seismology

Gathers all of our ambient noise modules in python

Unsupervised (Self-Supervised) Clustering of Seismic Signals Using Deep Convolutional Autoencoders