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The python package for non-stationary time-frequency analysis
Pywave is a open-source Python package for solving wave equations using various methods for educational purposes
Official reproducible material for SiameseFWI: A Deep Learning Network for Enhanced Full Waveform Inversion
The initial version of EQCCT (EarthQuake detection and phase picking using the Compact Convolutional Transformer)
Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.
Transfer Learning for Seismic Phase Picking in Texas
BT-Unet: A self-supervised learning framework
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
Notebook repository for geophysical machine learning
A Matlab package for the damped rank reduction method and its variants.
A python package for the damped rank reduction method and its variants.
The python package for non-stationary time-frequency analysis
A Matlab package for the damped rank reduction method and its variants.
This package is used to store the reproducible and open-access scripts for denoising the FORGE DAS dataset
A deblending repository for benchmarking different algorithms on different models
The Python package of the local orthogonalization algorithm (Chen and Fomel, 2015, Random noise attenuation using local signal-and-noise orthogonalization, Geophysics, WD1-WD9).
Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).
Keras implementation of BERT with pre-trained weights
SCALODEEP: Deep Learning Framework for Earthquake Signal Detection
Deep Denoising Autoencoder for Seismic Random Noise Attenuation
Keras Attention Layer (Luong and Bahdanau scores).
Roadmap to becoming an Artificial Intelligence Expert in 2022