GeostatsGuy / ResourcesLinks
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
☆388Updated 2 months ago
Alternatives and similar repositories for Resources
Users that are interested in Resources are comparing it to the libraries listed below
Sorting:
- Synthetic datasets for geoscience (geo)statistical modeling☆100Updated 2 weeks ago
 - My graduate level machine learning course, including student machine learning projects.☆114Updated 6 months ago
 - Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.☆1,463Updated 9 months ago
 - Information about me.☆44Updated 2 years ago
 - Introduction to spatial data analytics and machine learning with GeostatsPy Python package☆160Updated last year
 - A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics…☆111Updated last year
 - ☆35Updated last week
 - Well-documented demonstration workflows with the GeostatsPy package.☆56Updated last year
 - well-documented demonstration Python Jupyter workflows for many common machine learning workflows☆54Updated last year
 - GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (D…☆545Updated last month
 - My 2-day short course on spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz☆85Updated 6 years ago
 - ☆16Updated 6 years ago
 - These are python notebooks accompanying Lessons available at GeostatisticsLessons.com☆88Updated last week
 - PythonMaps Workshop for Scipy 2022☆110Updated 9 months ago
 - GeostatsPyDemos Online Book☆22Updated last month
 - Geostatistical utilities and tutorial in R. For the tutorials I have included Rmarkdown html files.☆33Updated 3 years ago
 - repository for the Sofware Underground Transform 2022 tutorial☆14Updated 3 weeks ago
 - ☆98Updated 3 years ago
 - 🐍 code I post on the web☆91Updated last month
 - Book for Intro to Python for Geosciences. Includes chapter Notebooks, python code and data.☆43Updated 2 years ago
 - Introduction to GIS Programming☆440Updated last week
 - A collection of Jupyter notebook workings☆46Updated 2 years ago
 - Two day course on geostats and machine learning☆11Updated 6 years ago
 - Applied Geospatial Data Science with Python, published by Packt☆116Updated last month
 - Source Code for 'Machine Learning in the Oil and Gas Industry' by Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee…☆120Updated 5 years ago
 - ☆203Updated 4 years ago
 - Data Science for the Geosciences☆52Updated 2 years ago
 - 1 Day Machine Learning Course☆32Updated 6 years ago
 - Library for stratigraphy and geophysical studies☆31Updated 2 years ago
 - MLGeo-2023 Machine Learning for the Geosciences at UW☆12Updated 2 years ago