Compute a spatial kernel density estimation (KDE) from point shapefiles and export it as a GeoTIFF.

Pre-trained implementation of the GEMTIP neural network

Script to convert SIP-Fuchs-III result files to csv format

Scripts to reproduce results from Bérubé, C.L., & Baron, F. (2022). Bayesian inference of petrophysical properties with generative spectral induced polarization models.

PyTorch implementation of the time-domain induced polarization variational autoencoder

Simplified Python implementation of the Density Line Chart by Moritz & Fisher.

Library of autoencoders for sequential data

A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch

SpaceGAN - Augmenting spatial correlation structures

The hackable text editor

Command line interface for geospatial image segmentation

Older scripts for ML with petrophysical data

Bayesian Inference of Spectral Induced Polarization parameters

Python tools for geographic data

A dictionary-like Python object to get band ratios with ASTER images

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

A collection of libraries and utilities for geospatial data processing/analysis

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Uniform Manifold Approximation and Projection

⚡ A Fast, Extensible Progress Bar for Python and CLI

Add a progress meter to your loops in a second

BISIP | Bayesian inversion of spectral induced polarization laboratory data

Time-lapse Cole-Cole decomposition routines

Geophysical Inversion and Modeling Library 🌍