JanisHe
Seismologist with special interest in Deep Learning in Seismology
Karlsruhe Institute of Technology
Pinned Repositories
GaMMA
GaMMA: Earthquake Phase Association using a Bayesian Gaussian Mixture Model
GaMMA
GaMMA: Earthquake Phase Association using a Bayesian Gaussian Mixture Model
GENIE
A Graph Neural Network (GNN) based earthquake phase associator and spatio-temporal source localization model.
NEXD-2D
2D solver of the NEXD package
pycwt
A Python module for continuous wavelet spectral analysis. It includes a collection of routines for wavelet transform and statistical analysis via FFT algorithm. In addition, the module also includes cross-wavelet transforms, wavelet coherence tests and sample scripts.
seisbench
SeisBench - A toolbox for machine learning in seismology
seisbench_catalogues
seisDAE
A Python module to train and apply a denoising autoencoder to seismological data
train_phasenet
Train PhaseNet with seisbench datasets
seisbench
SeisBench - A toolbox for machine learning in seismology
JanisHe's Repositories
JanisHe/seisDAE
A Python module to train and apply a denoising autoencoder to seismological data
JanisHe/GaMMA
GaMMA: Earthquake Phase Association using a Bayesian Gaussian Mixture Model
JanisHe/GENIE
A Graph Neural Network (GNN) based earthquake phase associator and spatio-temporal source localization model.
JanisHe/NEXD-2D
2D solver of the NEXD package
JanisHe/pycwt
A Python module for continuous wavelet spectral analysis. It includes a collection of routines for wavelet transform and statistical analysis via FFT algorithm. In addition, the module also includes cross-wavelet transforms, wavelet coherence tests and sample scripts.
JanisHe/seisbench
SeisBench - A toolbox for machine learning in seismology
JanisHe/seisbench_catalogues
JanisHe/train_phasenet
Train PhaseNet with seisbench datasets