pplotn Goto Github PK

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.

dl_fused_fwi

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

fastfwi

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

faultseg

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

fusionnet-pytorch

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

fusionnet-tensorflow

geo-style-keras

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

geographi

An interactive graph database of openly available seismic datasets

girih_ibex_pp_edit

This tool serves as a test harness for different optimization techniques to improve stencil computations performance in shared and distributed memory systems

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.

lm-template

A template for a LaTeX MWE

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

pyproximal

PyProximal – Proximal Operators and Algorithms in Python

python-reinforcement-learning

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

seisflows

full waveform inversion and adjoint tomography workflows

seismicpro

Seismic data processing with ML and deep learning