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aefa

AEFA: An Earthquake Forecasting Dataset for AI

cykd1

cykd2

cykd3

cykd4

damprr.jl

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

dasdenoising

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

dasdenoising-dataonly

dasmrrcoh

dasmrrcoh-dataonly

deblending

A deblending repository for benchmarking different algorithms on different models

deblending-time

dl1dnoise

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

drr.jl

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

drrglobal

eqcct

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

eqpolarity

Deep learning for determining earthquake first-motion polarity

eqvit

Real-Time Earthquake Detection and Magnitude Estimation using Vision Transformer

figures

For backuping figures of various papers

gallery

A gallery folder to store various DEMO figures

geo-class

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

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

matdrr

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

matortho

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

matseisdl

A Matlab package for dictionary learning applications in seismology

mldata

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

mlnb

Notebook repository for geophysical machine learning

opendata

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

pydrr

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