Charles L. Bérubé

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

BISIP. BISIP | Bayesian inversion of spectral induced polarization laboratory data

ml4rocks. Older scripts for ML with petrophysical data

ip-vae. PyTorch implementation of the time-domain induced polarization variational autoencoder

bisip2. Bayesian Inference of Spectral Induced Polarization parameters

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

wellseg. Well log segmentation using automatic feature learning

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

gemtip-ml. Pre-trained implementation of the GEMTIP neural network

GML6503. Tectonics and structural geology

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

gims. Command line interface for geospatial image segmentation

aster-spectral-indices. A dictionary-like Python object to get band ratios with ASTER images

sip-debye-net. Repository for the complex-valued variational autoencoder for Debye decomposition of spectral induced polarization data