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3d-machine-learning

A resource repository for 3D machine learning

ahmedbesbes

My Github stats

arkansas_catalog

This is the unified catalog of seismicity during August 2010 at Guy Greenbrier Arkansas.

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

awesome-earth-artificial-intelligence

A curated list of Earth Science's Artificial Intelligence (AI) tutorials, notebooks, software, datasets, courses, books, video lectures and papers. Contributions most welcome.

blocklyeqtransformer

A Python Toolbox for Customizing Seismic Phase Pickers

cred

CRED: A deep residual network of convolutional and recurrent units for earthquake signal detection

deep-bays-loc

This repo includes codes for paper Bayesian-Deep-Learning Estimation of Local Earthquake Location from Single-Station Observations,

deepdenoiser

DeepDenoiser: Seismic Signal Denoising and Decomposition Using Deep Neural Networks

denoising-btwavelet

This repository contains MATLAB scripts and sample seismic data for appying seismid denoising proposed in: "Hybrid Seismic Denoising Using Higher‐Order Statistics and Improved Wavelet Block Thresholding"

denoising-custom

Automatic Microseismic Denoising and Onset Detection using customized thresholding.

denoising-neighstft

Noise-level estimation using minima controlled recursive averaging approach and denoising using Stein's unbiased risk estimates in STFT domain.

designaling-gcvwavelet-reverse

This is a reverse algorithem for GCV method that removes the signal and keep the background noise

dl_seismology

This repo contains the database and supporting materials for Deep-Learning Seismology

downloading-isc-data-using-webservice

earthquake-mapper

Python routine for making earthquakes/stations maps.

earthquake-signal-processing-matlab

This repository contains codes for automatic downloading and pre-processing of seismic time series.

earthquake-signal-processing-shell-sac

SAC macros for earthquake data processing.

easyquake

Simplified machine-learning driven earthquake detection, location, and analysis.

eqtransformer

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

estimating-earthquake-locations-using-twitter-data-and-an-unsupervised-clustering

exercise-5

Exercise5 : Visualizing spatial data

fastdenoising

This is a very simple denoising code for seismic data. It contains two different basic thresholding functions and works in continuous wavelet domain.

gamma

GaMMA: Earthquake Phase Association using a Bayesian Gaussian Mixture Model

general-cross-validation-denoising-forward

This repository contains MATLAB scripts and sample data for applying denoising method presented in: "Automatic noise-removal/signal-removal based on general cross-validation thresholding in synchrosqueezed domain and its application on earthquake data"

gmt-scripts

These are some Shell scripts used for generating high-quality and professional plots using GMT.

gmtpy

GmtPy - A Python interface to GMT

hinetpy

A Python package to request and process seismic waveform data from Hi-net.

hypoddpy

A collection of scripts to steer HypoDD by Felix Waldhauser.

keras-gan

Keras implementations of Generative Adversarial Networks.