chenyk1990/reproducible_research chenyk1990/reproducible_research

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chenyk1990/reproducible_research
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chenyk1990

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Repository Details

More Repositories

1

useful-utilities

C
16
star
2

dasdenoising

This package is used to store the reproducible and open-access scripts for denoising the FORGE DAS dataset
MATLAB
15
star
3

eqcct

The initial version of EQCCT (EarthQuake detection and phase picking using the Compact Convolutional Transformer)
Jupyter Notebook
14
star
4

txed

TXED: the Texas Earthquake Dataset for AI
Python
13
star
5

MATdrr

A Matlab package for the damped rank reduction method and its variants.
MATLAB
13
star
6

seistr

Open-source Matlab package for 2D/3D local slope estimation and structural filtering
MATLAB
12
star
7

mlnb

Notebook repository for geophysical machine learning
Jupyter Notebook
8
star
8

dasdenoising-dataonly

MATLAB
7
star
9

dl1dnoise

Single-channel microseismic denoising using dictionary learning - applications to arrival picking and source location
MATLAB
7
star
10

eqpolarity

Deep learning for determining earthquake first-motion polarity
Jupyter Notebook
7
star
11

pyseisdl

A python package for dictionary learning applications in seismology
Python
7
star
12

dasmrrcoh

MATLAB
6
star
13

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
6
star
14

MATseisdl

A Matlab package for dictionary learning applications in seismology
MATLAB
5
star
15

sparse5d

Sparse 5D seismic data reconstruction
MATLAB
5
star
16

pyntfa

The python package for non-stationary time-frequency analysis
C
4
star
17

pyekfmm

An eikonal solver using the fast marching method
C
4
star
18

pyrfloc

RFloc3D method for passive seismic location using machine learning (Random Forest)
Python
4
star
19

pynpre

The package of non-stationary predictive filtering
C
4
star
20

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
C
4
star
21

sigrecover

A package for recovering weak signals from noise in distributed acoustic sensing
MATLAB
3
star
22

gallery

A gallery folder to store various DEMO figures
3
star
23

pydrr

A python package for the damped rank reduction method and its variants.
Python
3
star
24

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
3
star
25

aefa

AEFA: An Earthquake Forecasting Dataset for AI
Python
2
star
26

sc3flow

SeisComp-based EQ detection, association, and location workflow
Jupyter Notebook
2
star
27

DampRR.jl

A Julia package for the damped rank reduction method and its variants.
Julia
2
star
28

cykd2

PostScript
2
star
29

smalldata

A repository for storing small datasets for convenience in research
2
star
30

deblending

A deblending repository for benchmarking different algorithms on different models
MATLAB
2
star
31

pyexe

My template for building a python package
C
1
star
32

drr.jl

A Julia package for the damped rank reduction method and its variants.
1
star
33

geo-class

Notebooks for two classes in the course Multidimensional data analysis (This is only for educational purposes)
Jupyter Notebook
1
star
34

deblending-time

MATLAB
1
star
35

pyradon

Efficient Radon transform implementation in python
C
1
star
36

mldata

Data repository for small to medium-size datasets that are useful for geophysical machine learning
1
star
37

eqvit

Real-Time Earthquake Detection and Magnitude Estimation using Vision Transformer
Jupyter Notebook
1
star
38

tutorials

Some fun and useful staff of my daily research
1
star