11 open source projects by GeostatsGuy

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

GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz

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

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

Synthetic datasets for geoscience (geo)statistical modeling

No description, website, or topics provided.

My graduate students complete Machine Learning projects that they have agreed to share.

Graduate course on subsurface modeling

Introduction to spatial data analytics and machine learning with GeostatsPy Python package

My 2-day short course on spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz

The exercises from my Introduction to Geostatistics available on YouTube on the GeostatsGuy Lectures Channel.