Discover chenyk1990/eqcct Open Source project

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The initial version of EQCCT (EarthQuake detection and phase picking using the Compact Convolutional Transformer)

reproducible_research

TeX

useful-utilities

dasdenoising

This package is used to store the reproducible and open-access scripts for denoising the FORGE DAS dataset

MATLAB

txed

TXED: the Texas Earthquake Dataset for AI

Python

MATdrr

A Matlab package for the damped rank reduction method and its variants.

MATLAB

seistr

Open-source Matlab package for 2D/3D local slope estimation and structural filtering

MATLAB

mlnb

Notebook repository for geophysical machine learning

Jupyter Notebook

dasdenoising-dataonly

MATLAB

dl1dnoise

Single-channel microseismic denoising using dictionary learning - applications to arrival picking and source location

MATLAB

eqpolarity

Deep learning for determining earthquake first-motion polarity

Jupyter Notebook

pyseisdl

A python package for dictionary learning applications in seismology

Python

dasmrrcoh

MATLAB

MATortho

The Matlab version of local orthogonalization algorithm (Chen and Fomel, 2015, Random noise attenuation using local signal-and-noise orthogonalization, Geophysics, WD1-WD9).

MATLAB

MATseisdl

A Matlab package for dictionary learning applications in seismology

MATLAB

sparse5d

Sparse 5D seismic data reconstruction

MATLAB

pyntfa

The python package for non-stationary time-frequency analysis

pyekfmm

An eikonal solver using the fast marching method

pyrfloc

RFloc3D method for passive seismic location using machine learning (Random Forest)

Python

pynpre

The package of non-stationary predictive filtering

passive_imaging

This is an open-source package for passive seismic imaging. The methodology is detailed in Chen, Y., O.M. Saad, M. Bai, X. Liu, and S. Fomel, 2021, A compact program for 3D passive seismic source-location imaging, Seismological Research Letters. A PROOF version of the paper can be found at https://drive.google.com/file/d/1jAkbbAsGbpBqjzzjVogDcN7vnmmrgfqk/view?usp=sharing

sigrecover

A package for recovering weak signals from noise in distributed acoustic sensing

MATLAB

gallery

A gallery folder to store various DEMO figures

pydrr

A python package for the damped rank reduction method and its variants.

Python

pyortho

The Python package of the local orthogonalization algorithm (Chen and Fomel, 2015, Random noise attenuation using local signal-and-noise orthogonalization, Geophysics, WD1-WD9).

Python

aefa

AEFA: An Earthquake Forecasting Dataset for AI

Python

sc3flow

SeisComp-based EQ detection, association, and location workflow

Jupyter Notebook

DampRR.jl

A Julia package for the damped rank reduction method and its variants.

Julia

cykd2

PostScript

smalldata

A repository for storing small datasets for convenience in research

deblending

A deblending repository for benchmarking different algorithms on different models

MATLAB

pyexe

My template for building a python package

drr.jl

A Julia package for the damped rank reduction method and its variants.

geo-class

Notebooks for two classes in the course Multidimensional data analysis (This is only for educational purposes)

Jupyter Notebook

deblending-time

MATLAB

pyradon

Efficient Radon transform implementation in python

mldata

Data repository for small to medium-size datasets that are useful for geophysical machine learning

eqvit

Real-Time Earthquake Detection and Magnitude Estimation using Vision Transformer

Jupyter Notebook

tutorials

Some fun and useful staff of my daily research

chenyk1990/eqcct

chenyk1990

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