GeostatsGuy/PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
This project offers well-documented Python demonstrations to help students and professionals understand and apply data analytics, geostatistical, and machine learning concepts. It provides hands-on workflows that take raw spatial data and transform it into insights for subsurface modeling. Geoscientists, reservoir engineers, and data analysts learning these methods would find this valuable.
1,470 stars.
Use this if you are a student or professional in geology, petroleum engineering, or data science who needs practical, step-by-step examples to learn how to apply spatial data analytics and geostatistical models.
Not ideal if you are looking for a plug-and-play software tool or a general-purpose machine learning library without a focus on spatial and geological data.
Stars
1,470
Forks
502
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Mar 03, 2026
Commits (30d)
0
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