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Pythonnumericaldemos ⭐ 1,190

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

Excelnumericaldemos ⭐ 80

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

The STK is a (not so) Small Toolbox for Kriging. Its primary focus is on the interpolation/regression technique known as kriging, which is very closely related to Splines and Radial Basis Functions, and can be interpreted as a non-parametric Bayesian method using a Gaussian Process (GP) prior.

Exageostat ⭐ 20

A High Performance Unified Framework for Geostatistics on Manycore Systems.

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