GeostatsGuy/PythonNumericalDemos resource

Health v2 · maintenance only

Adoption not part of the score

1473 stars · 498 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of well-documented Jupyter Notebook demonstrations for spatial data analytics, geostatistics, and machine learning, created by Professor Michael Pyrcz to support university courses. It provides runnable example workflows with datasets so learners can repeat lecture examples hands-on.

Use cases

• learn geostatistics with python notebooks
• spatial data analytics tutorials
• machine learning examples for students
• reproduce lecture workflows in python
• learn data analytics with well-documented notebooks
• interpolate spatial data with kriging in python

When to choose

• you are a student or self-learner following Pyrcz's courses on geostatistics or data analytics
• you want runnable, well-commented notebook examples with accompanying datasets
• you need educational demonstrations of spatial and geostatistical methods in Python

When to avoid

• you need a production-ready geostatistics library rather than teaching notebooks
• you want maintained, versioned software with an API instead of example workflows
• your use case is outside spatial data, geostatistics, or introductory ML

Facets

learning-resource · maturity active

data-science machine-learning data-visualization nlp data-science education machine-learning tutorials python cross-platform geostatistics spatial-data-analytics jupyter-notebooks educational geostatspy

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