Popular GitHub Repositories for Geophysics

List of resources for mineral exploration and machine learning, generally with useful code and examples.

Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"

Conditioning of three-dimensional geological and pore scale generative adversarial networks

BISIP | Bayesian inversion of spectral induced polarization laboratory data

Lecture notes and notebooks for statistical data analysis and machine learning in Earth science

PyTorch implementation of the time-domain induced polarization variational autoencoder

Salt Body Segmentation in Seismic Imaging using Semi-Supervised Learning

Code to reproduce results in "Reliable amortized variational inference with physics-based latent distribution correction", Geophysics 2023

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"

Mapping the layers of the ocean floor with a Convolutional Neural Network to analyze geological structures and understand the seabed composition

一个用于可视化和分析控制源电磁法 (CSEM) 数据采集和导航的网络应用程序。