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SeisBench: A toolbox for machine learning in seismology

SeisBench is an open-source Python toolbox for machine learning in seismology. It brings together the whole machine learning model lifecycle: datasets and benchmarks, models and training pipelines, and efficient implementations for deploying the models in production.

Earth & Environment
GPU
Helmholtz AI
+ 4

Jupyter Notebook
Python

153

hybridMT

The hybridMT is MATLAB/shell environment software package for the seismic moment tensor inversion in time domain. The package allows to estimate fault plane parameters and the balance between volumetric and non-volumetric strain in the seismic source using different decomposition schemes.

Earth & Environment
moment tensor
seismology

112

stream2segment

A Python library and command line application to download, process and visualize event-based seismic waveform segments, specifically designed to manage big volumes of data

Big data
data managment
Data Visualization
+ 5

Python
Jupyter Notebook
HTML
+ 1

FraCSPy

FraCSPy (Framework for Conventional microSeismic Processing) is an open-source Python library focused on providing conventional microseismic monitoring tools, particularly for the purpose of benchmarking newly proposed algorithms and workflows.

eaqrthquakes
Earth & Environment
geophysics
+ 8

GLSL
Python
Shell
+ 2

SeisComP

SeisComP is a widely distributed seismological software package for real-time monitoring of earthquakes and other seismic events and provides for data acquisition, processing, distribution and interactive analysis. It has been developed within the GEOFON Program by GFZ and gempa GmbH.

Earth & Environment
earthquake
seismology
+ 1