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alphatree-graphic-deep-neural-network

深度神经网络(DNN)与对抗神经网络(GAN)模型总览图示，建立模型发展路书(roadmap),方便大家的理解与学习

avo_classification

AVO classification using Convolutional Neural Network

cnn_based_impedance_inversion

Convolutional neural network for seismic impedance inversion

cnn_based_petrophysical_inversion

Neural network based petrophysical property inversion

deep_1d_velocity

Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach

elastic-impedance-inversion-using-recurrent-neural-networks

Codes and data for a manuscript in Interpretation Journal, Aug 2019

estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-network

The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Seismic Data using Temporal Convolutional Network", in SEG Technical Program Expanded Abstracts, 2019.

invertiblenetworks.jl

A Julia framework for invertible neural networks

joli.jl

Julia Operators LIbrary

judi.jl

Julia Devito inversion.

my-pilot

plotneuralnet

Latex code for making neural networks diagrams

python_segy

Generate sample data from .segy seismic data for deep learning based on pytorch

segyio.jl

SegyIO.jl provides methods to read, write, and scan SEGY datasets.

seis_float16

Code for "Seismic modelling and inversion using half precision floating point numbers"

seisclean

Noise removal from seismic data using artifical neural networks

semi-supervised-learning-for-acoustic-impedance-inversion

Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstracts of the SEG Annual Meeting, Sep. 15-20 2019.

slimregistryjl

Julia registry for SLIM packages

software.seg2020

Software for SEG2020 abstracts

viscoelastic_scale_effects_1d

Codes for scale effects of velocity dispersion and attenuation in layered viscoelastic medium