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ZeminLiu's Projects

lstm_problems icon lstm_problems

Suite of toy problems which can test whether a model can learn long-term dependencies.

mess icon mess

A Matched filter earthquake detector with GPU acceleration. HypoDD interface is also provided

neic-glass3 icon neic-glass3

Next generation seismic event detection and association algorithm

nonlinloc icon nonlinloc

Probabilistic, Non-Linear, Global-Search Earthquake Location in 3D Media

pal icon pal

An earthquake detection and location architecture.

phaselink icon phaselink

PhaseLink: A deep learning approach to seismic phase association

picknet_keras icon picknet_keras

Keras implemetation of PickNet and examples for training on STEAD and INSTANCE datasets

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

quakeflow icon quakeflow

QuakeFlow: A Scalable Deep-learning-based Earthquake Monitoring Workflow with Cloud Computing

quakelabeler icon quakelabeler

QuakeLabeler is a Python package to create and manage your seismic training data, processes, and visualization in a single place — so you can focus on building the next big thing.

real icon real

Rapid Earthquake Association and Location

scrtdd icon scrtdd

Double Difference Relocator for SeisComP

seisbench icon seisbench

SeisBench - The Seismology Benchmark collection

seiscomp icon seiscomp

The build environment for all SeisComP repositories. Includes the documentation.

siameseearthquaketransformer icon siameseearthquaketransformer

Tutorials and updated codes for the research paper: 'Siamese Earthquake Transformer: A pair-input deep-learning model for earthquake detection and phase picking on a seismic array.'

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