pplotn

teaching-computational-geophysics

Additional material for computational geophysics course

fastFWI

Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm

FusionNet-Pytorch

FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics

pyproximal

PyProximal – Proximal Operators and Algorithms in Python

python-reinforcement-learning

seisflows

full waveform inversion and adjoint tomography workflows

SeismicPro

Seismic data processing with ML and deep learning

Competition

EAGE Annual Amsterdam 2021 ML Competition

deeplogs

Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.

deepwave

Wave propagation modules for PyTorch.

DENISE-Black-Edition_shaheen

2D time-domain isotropic (visco)elastic FD modeling and full waveform inversion (FWI) code for P/SV-waves. FORKED from daniel-kohn

DL_srme

Surface-related multiple elimination. Based on Oleg Ovcharenko mtl_low with deep learning.

energy-sdk

GPU Accelerated Building Blocks integrating HPC+AI for Energy Customers

faultSeg

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

geo-style-keras

Neural style transfer applied to elastic subsurface models [SEG19]. Visualized and explained.

hackathon

Please bash run_ml.sh to start the code. Main code is main.py

Hackathon-1

ibex-code-server-install

Bash scripts for Ibex users that install (or uninstall) VS Code server

ibex-miniconda-install

Bash scripts for Ibex users that install (or uninstall) Miniconda

inpainting_gmcnn

Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018

KAUST-Iraya_SummerSchool2021

Material for KAUST and Iraya's virtual summer school on Utilising unstructured data in geoscience.

openseismic

Open Seismic is an open-source toolbox for conducting inference on seismic data. We use OpenVINO while inference.

optuna

A hyperparameter optimization framework

pylops

PyLops – A Linear-Operator Library for Python

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

pytorch-gpu-data-science-project

Template repository for a Python 3-based (data) science project with GPU acceleration using the PyTorch ecosystem.

RSFSRC_for_workstation

Main Madagascar source

Software.SEG2021

Software for SEG2021 abstracts

SWIT-1.0

Seismic Waveform Inversion Toolbox-1.0

team6