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a-physically-constrained-hybrid-deep-learning-model

excelnumericaldemos

A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz

geogalactica

A Larger foundation language model in Geoscience. Code and datasets for paper "GeoGalactica: A Scientific Large Language Model in Geoscience" with arXiv:2401.00434

geomed3d

GeoMed3D (Geologic Medium 3D) - 3D Density Inversion for Everyone

installationnotestoself

k2-llm

Code and datasets for paper "Learning A Foundation Language Model for Geoscience Knowledge Understanding and Utilization"

mistral-src

Reference implementation of Mistral AI 7B v0.1 model.

paraview-elcobremexico

ParaView project for geological exploration on El Cobre Property, Veracruz, Mexico

pyrolite

A set of tools for getting the most from your geochemical data.

pythonnumericaldemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

qgis-geol-styles

Convert GSWA geology styles to QGIS format

resources

Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resources are helpful, Prof. Michael Pyrcz