Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
☆1,474Mar 3, 2026Updated 3 months ago
Alternatives and similar repositories for PythonNumericalDemos
Users that are interested in PythonNumericalDemos are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (D…☆571Sep 30, 2025Updated 8 months ago
- A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics…☆112Jul 5, 2024Updated last year
- Synthetic datasets for geoscience (geo)statistical modeling☆104Apr 30, 2026Updated last month
- Introduction to spatial data analytics and machine learning with GeostatsPy Python package☆165Jan 9, 2024Updated 2 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 9 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more☆642Updated this week
- Python interactive dashboards for learning data science☆2,530May 15, 2026Updated 3 weeks ago
- Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome☆1,769May 26, 2026Updated 2 weeks ago
- My 2-day short course on spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz☆87May 16, 2019Updated 7 years ago
- Geostatistical utilities and tutorial in R. For the tutorials I have included Rmarkdown html files.☆33Nov 24, 2021Updated 4 years ago
- Processing and gridding spatial data, machine-learning style☆661Apr 28, 2026Updated last month
- Geostatistics in Python☆92Jul 26, 2020Updated 5 years ago
- Multiple experiments on geo-datasets☆16Jul 7, 2025Updated 11 months ago
- Geostatistical variogram estimation expansion in the scipy style☆248Jan 21, 2026Updated 4 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of…☆1,282May 27, 2026Updated last week
- Kriging | Poisson Kriging | Variogram Analysis☆175May 23, 2026Updated 2 weeks ago
- Spatial data processing for geomodeling☆292Feb 26, 2026Updated 3 months ago
- Use SGeMS (Stanford Geostatistical Modeling Software) within Python.☆62Mar 8, 2023Updated 3 years ago
- A petrophysics python package for geoscience python computing of conventional and unconventional formation evaluation. Reads las files an…☆204May 21, 2019Updated 7 years ago
- A series of Jupyter notebooks showing how to load well log and petrophysical data in python.☆372May 22, 2023Updated 3 years ago
- Well-documented demonstration workflows with the GeostatsPy package.☆61Jul 15, 2024Updated last year
- 1 Day Machine Learning Course☆33Jul 22, 2019Updated 6 years ago
- Welly helps with well loading, wireline logs, log quality, data science☆367Jul 16, 2025Updated 10 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 5-day course on Geostatistics, Data Analytics and Machine Learning☆20May 16, 2019Updated 7 years ago
- My graduate level machine learning course, including student machine learning projects.☆171Dec 2, 2025Updated 6 months ago
- Python implementations in geophysical methods: seismic and gravity☆102Apr 22, 2026Updated last month
- An open access book on scientific visualization using python and matplotlib☆11,261Jan 4, 2026Updated 5 months ago
- Core data exchange library for subsurface science and engineering☆65Jun 14, 2024Updated last year
- ☆13Mar 14, 2019Updated 7 years ago
- (Geo)statistical course materials released for anyone to use (.pdf format). Enjoy! I'm happy to discuss.☆16Jul 27, 2021Updated 4 years ago
- Lithology and stratigraphic logs for wells or outcrop.☆224Oct 13, 2023Updated 2 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆189Dec 8, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Kriging Toolkit for Python☆854Oct 16, 2025Updated 7 months ago
- A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery☆1,349May 13, 2026Updated 3 weeks ago
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆139Oct 8, 2021Updated 4 years ago
- IPython Notebooks☆46Aug 24, 2023Updated 2 years ago
- Seismic Reservoir Modeling Python package☆120Jul 11, 2024Updated last year
- Two day course on geostats and machine learning☆12Jul 7, 2019Updated 6 years ago
- Material for the Verde tutorial at Transform 2020☆17Sep 24, 2022Updated 3 years ago