Introduction to spatial data analytics and machine learning with GeostatsPy Python package
☆163Jan 9, 2024Updated 2 years ago
Alternatives and similar repositories for GeostatsPy_Intro_Course
Users that are interested in GeostatsPy_Intro_Course are comparing it to the libraries listed below
Sorting:
- GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (D…☆557Sep 30, 2025Updated 5 months ago
- Getting started with python tutorial repo for Transform2020☆31Jun 8, 2020Updated 5 years ago
- Synthetic datasets for geoscience (geo)statistical modeling☆102Oct 17, 2025Updated 4 months ago
- Two day course on geostats and machine learning☆12Jul 7, 2019Updated 6 years ago
- 1 Day Machine Learning Course☆33Jul 22, 2019Updated 6 years ago
- Intro to basic subsurface workflows using Google Colab☆18Jun 8, 2020Updated 5 years ago
- ☆19Dec 14, 2020Updated 5 years ago
- Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.☆1,469Jan 9, 2025Updated last year
- GeostatsPyDemos Online Book☆24Jan 9, 2026Updated last month
- This repo is an overview of Geospatial analysis with python☆29Sep 11, 2024Updated last year
- ☆16May 23, 2019Updated 6 years ago
- Code example for "deep-learning-based surrogate model for reservoir simulation with time-varying well controls" on JPSE☆20Jul 6, 2021Updated 4 years ago
- An Earth Engine JavaScript library for working with Landsat MSS image data.☆18Jun 16, 2021Updated 4 years ago
- A ninja python package that unifies the Google Earth Engine ecosystem.☆66Feb 16, 2026Updated last week
- Supplement to Three common statistical missteps we make in reservoir characterization☆14Nov 15, 2024Updated last year
- Shaley-Sand Log Analysis Tutorial using Waxman-Smits and Dual-Water☆14Apr 5, 2022Updated 3 years ago
- Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resourc…☆392Aug 27, 2025Updated 6 months ago
- Farm Scale Soil Moisture using Remote Sensing and Water Budget Products☆23Mar 30, 2024Updated last year
- ☆18Jun 10, 2020Updated 5 years ago
- My 2-day short course on spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz☆86May 16, 2019Updated 6 years ago
- The repository analyzes EarthEngine App source codes provided by the ee-appshot (https://github.com/samapriya/ee-appshot) repository.☆12Apr 18, 2023Updated 2 years ago
- Materials to reproduce the paper "Spatiotemporal patterns of urbanization in three Swiss urban agglomerations: insights from landscape me…☆13Oct 23, 2020Updated 5 years ago
- PO.DAAC & NSIDC DAAC Github repository for AGU 2020 workshop.☆15Feb 13, 2026Updated 2 weeks ago
- Python implementations in geophysical methods: seismic and gravity☆100Aug 14, 2025Updated 6 months ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆14Mar 25, 2016Updated 9 years ago
- ☆29Nov 4, 2025Updated 3 months ago
- Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)☆194Sep 27, 2020Updated 5 years ago
- xarray DataArray accessors for PyVista☆116Feb 20, 2026Updated last week
- Public website for the "Collaborative and Reproducible Data Science" course at UC Berkeley (Stat 159/259, Spring 2022 term).☆16Oct 31, 2022Updated 3 years ago
- A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics…☆111Jul 5, 2024Updated last year
- Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US☆86Updated this week
- AI-Assisted-Imagery-Analysis - the project was funded by Microsoft AI for Earth and Global Wildlife Conservation. Project output: https:/…☆17Feb 20, 2021Updated 5 years ago
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 3 years ago
- Python package to call processed EE objects via the REST API to local data☆36Jun 8, 2024Updated last year
- Turn xarray timestacks into GIFs☆100Jan 24, 2025Updated last year
- These are python notebooks accompanying Lessons available at GeostatisticsLessons.com☆93Oct 23, 2025Updated 4 months ago
- ☆18Oct 16, 2025Updated 4 months ago
- ☆20May 29, 2025Updated 9 months ago
- 5-day course on Geostatistics, Data Analytics and Machine Learning☆20May 16, 2019Updated 6 years ago