Diana Roman (dcroman)

dcroman

Geek Repo

Company:Carnegie Institution for Science

Location:Washington D.C.

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Diana Roman's starred repositories

obspy

ObsPy: A Python Toolbox for seismology/seismological observatories.

Language:PythonLicense:NOASSERTIONStargazers:1156Issues:111Issues:1756

EQTransformer

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

Language:PythonLicense:MITStargazers:308Issues:6Issues:126

seisbench

SeisBench - A toolbox for machine learning in seismology

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:269Issues:18Issues:231

PhaseNet

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

Language:PythonLicense:MITStargazers:262Issues:16Issues:61

EQcorrscan

Earthquake detection and analysis in Python.

Language:PythonLicense:NOASSERTIONStargazers:166Issues:18Issues:238

SCAMP

The fastest way to compute matrix profiles on CPU and GPU!

Language:C++License:MITStargazers:158Issues:12Issues:51

QuakeMigrate

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

Language:PythonLicense:GPL-3.0Stargazers:145Issues:10Issues:62

PhasePApy

Python Seismic Phase Picker and Associator

REDPy

Repeating Earthquake Detector (Python)

Language:PythonLicense:GPL-3.0Stargazers:82Issues:17Issues:14

fast_matched_filter

An efficient seismic matched-filter search for both CPU and GPU architectures.

Language:CLicense:GPL-3.0Stargazers:79Issues:5Issues:8

MTfit

MTfit code for Bayesian Moment Tensor Fitting

GaMMA

GaMMA: Earthquake Phase Association using a Bayesian Gaussian Mixture Model

Language:Jupyter NotebookLicense:MITStargazers:74Issues:7Issues:32

easyQuake

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

Language:PythonLicense:MITStargazers:63Issues:6Issues:10

obspyck

ObsPyck is a GUI application that is intended to cover the tasks in a standard analysis workflow for seismic events in seismological observatory practice.

Language:PythonLicense:GPL-2.0Stargazers:61Issues:13Issues:52

pyasdf

Python Interface to ASDF based on ObsPy

Language:PythonLicense:BSD-3-ClauseStargazers:53Issues:15Issues:64

DiTing-FOCALFLOW

DiTingMotion: a deep-learning first-motion-polarity classifier and its application to focal mechanism inversion

isola

ISOLA: A moment tensor retrieval software

apasvo

A graphical tool to perform event detection/picking in seismic traces.

Language:PythonLicense:GPL-3.0Stargazers:32Issues:9Issues:2
Language:PythonLicense:LGPL-3.0Stargazers:28Issues:5Issues:7

EarthquakeSeisToolsMATLAB

MATLAB codes for various problems in earthquake seismology, such as estimating hypocenters, focal mechanisms, stress, etc.

Language:MATLABLicense:GPL-3.0Stargazers:26Issues:4Issues:1

SeisSrcInv

A full waveform seismic source mechanism inversion package

Language:PythonLicense:MITStargazers:23Issues:0Issues:0

U-GPD

Code to accompany paper 'A Little Data Goes A Long Way: Automating Seismic Phase Arrival Picking at Nabro Volcano with Transfer Learning'

Language:Jupyter NotebookLicense:MITStargazers:16Issues:0Issues:0

PICOSS

Python Interface for the Classification of Seismic Signals

Language:PythonLicense:MITStargazers:16Issues:6Issues:1

seismo-performer

The Seismo-Performer: A Novel Machine Learning Approach for General and Efficient Seismic Phase Recognition from Local Earthquakes in Real Time

Language:Jupyter NotebookLicense:MITStargazers:12Issues:2Issues:2

ArrayConvNet

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

Language:PythonStargazers:10Issues:0Issues:0

CFM

Repository related to the paper CFM: a Convolutional neural network for First Motion polarity classification of earthquake waveforms.

Language:PythonStargazers:7Issues:0Issues:0

SeisSrcMoment

Code to get absolute moment from a seismic trace.

Language:PythonLicense:MITStargazers:7Issues:0Issues:0

SpectDetect

Microseismic detection algorithm based on using key features in the spectrum of a source to detect earthquakes over a given time period.

Language:Jupyter NotebookLicense:MITStargazers:7Issues:0Issues:0

pygema

Seismic data analysis tool box for volcano monitoring. Routines includes automatic localization of seismic events, computation of RSAM and SSAM, magnitude calculation and sql data management.

Language:CLicense:GPL-3.0Stargazers:6Issues:0Issues:0