Stars
A Python Toolbox for Customizing Seismic Phase Pickers
An efficient seismic matched-filter search for both CPU and GPU architectures.
This is a transformer-based neural network to solve for the focal mechanism by combining the first-motion polarities, S/P amplitude ratios, SNRs from a set of stations.
GaMMA: Earthquake Phase Association using a Bayesian Gaussian Mixture Model
Neural Phase Picker for JMA unified dataset
DiallelX is a CPU-oriented modern fortran program to approximate Network Cross-Correlation coefficients (NCCs) among multiple continuous records and template waveforms observed at multiple seismic …
DeepDenoiser: Seismic Signal Denoising and Decomposition Using Deep Neural Networks
Probabilistic, Non-Linear, Global-Search Earthquake Location in 3D Media
This repo contains the database and supporting materials for Deep-Learning Seismology
SeisBench - A toolbox for machine learning in seismology
Multitaper codes translated into Python.
A Python interface for the Generic Mapping Tools.
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
An algorithm that detects one-dimensional sequences in complex datasets
EQTransformer, a python package for earthquake signal detection and phase picking using AI.
PyTorch-SSO: Scalable Second-Order methods in PyTorch