leileely

comparison_hypoDD_GrowClust

Evaluate earthquake location programs in a controlled synthetic experiment based on 2019 Ridgecrest earthquake sequence

REAL

Rapid Earthquake Association and Location

LOC-FLOW

Earthquake Location WorkFlow

seisbench

SeisBench - A toolbox for machine learning in seismology

PhaseNet

PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method

GENIE

A Graph Neural Network (GNN) based earthquake phase associator and spatio-temporal source localization model.

EQTransformer

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

SWIT

Seismic Waveform Inversion Toolbox

ILearnDeepLearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

MALMI

MAchine Learning aided earthquake MIgration location

QuakeMigrate

A Python package for automatic earthquake detection and location using waveform migration and stacking.

unet_cea

U-net to detect P and S phases

SiameseEarthquakeTransformer

Tutorials and updated codes for the research paper: 'Siamese Earthquake Transformer: A pair-input deep-learning model for earthquake detection and phase picking on a seismic array.'

ArrayConvNet

Array-based CNNs for automatic earthquake detection and 4D localization

HADES

eartHquake locAtion via Distance gEometry Solvers

Programming-Geophysics-In-Python

Codes and tutorials of "Programming Geophysics In Python", a course designed and taught by Dr. Lutz Gross.

seismoDL101

Tutorial on seismic signal/noise classification; from linear to deep classifiers

predict

scikit-learn

scikit-learn: machine learning in Python

backtrackbb

Multi-band array detection and location of seismic sources

DENISE-Black-Edition

2D time-domain isotropic (visco)elastic FD modeling and full waveform inversion (FWI) code for P/SV-waves

waveloc

Migration code for seismic event location

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

ASOFI3D

Anisotropic seismic modeling in time domain.

seisloc

seismic location using waveform migration based methods

psraytrace

Ray tracing algorithm for one-way travel-time calculation in passive seismic or microseismic applications. Written in Python3.