Exploration of machine learning in geoscience use cases
☆84May 9, 2024Updated last year
Alternatives and similar repositories for MLGeo
Users that are interested in MLGeo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python utility for formation evaluation and petrophysical analysis support☆44Nov 29, 2025Updated 4 months ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆19Nov 10, 2021Updated 4 years ago
- Multiple experiments on geo-datasets☆16Jul 7, 2025Updated 8 months ago
- Shaley-Sand Log Analysis Tutorial using Waxman-Smits and Dual-Water☆14Apr 5, 2022Updated 3 years ago
- We have used Mihai's PetroGG and modified the program to be used with our shaley-sand Gulf Coast data. In this version we are using Vshal…☆13Jan 4, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Mar 13, 2020Updated 6 years ago
- Corel is a smart computer vision model that identifies facies and performs rock typing on core images☆13Oct 2, 2024Updated last year
- Python utilities for reservoir engineering calculations☆171Dec 6, 2025Updated 3 months ago
- Absolute beginner course on computer vision with Python, OpenCV, Tensorflow Keras, and PyTorch☆10Mar 18, 2023Updated 3 years ago
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆134Oct 8, 2021Updated 4 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆14Mar 25, 2016Updated 10 years ago
- Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US☆87Feb 23, 2026Updated last month
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆12Dec 8, 2022Updated 3 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN☆17Nov 10, 2021Updated 4 years ago
- Petroleum Engineering and Geosciences exercises in Python☆78Mar 11, 2021Updated 5 years ago
- Reservoir simulator in Python language☆89Feb 12, 2021Updated 5 years ago
- Python implementations in geophysical methods: seismic and gravity☆101Aug 14, 2025Updated 7 months ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆16Sep 15, 2020Updated 5 years ago
- Integration of reservoir simulation, rock physics, seismic modeling, & geomechanics for CCS monitoring. Originally my BSc thesis and will…☆81Mar 6, 2021Updated 5 years ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆36Sep 21, 2020Updated 5 years ago
- A series of Jupyter notebooks showing how to load well log and petrophysical data in python.☆363May 22, 2023Updated 2 years ago
- Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python i…☆82Jul 3, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆12Feb 8, 2020Updated 6 years ago
- We have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for…☆24Aug 16, 2023Updated 2 years ago
- ☆33Dec 27, 2020Updated 5 years ago
- T21 tutorial using Volve data☆35Mar 15, 2023Updated 3 years ago
- ☆24Mar 4, 2024Updated 2 years ago
- Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)☆195Sep 27, 2020Updated 5 years ago
- Transform seismic segy to logs using Machine Learning☆15Jan 9, 2019Updated 7 years ago
- Signal/Image processing techniques applied to subsurface data☆15May 8, 2021Updated 4 years ago
- Supplement to Three common statistical missteps we make in reservoir characterization☆14Nov 15, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The objective of this GitHub repository is to develop code that can effectively display well log parameter plots and their animations.☆20Mar 30, 2023Updated 2 years ago
- Prediction of Equinor Volve well logs Data☆22Jul 11, 2020Updated 5 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆177Dec 8, 2022Updated 3 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆19May 26, 2021Updated 4 years ago
- We have developed a comprehensive Petrophysical Characterization Workflow for a carbonate field, and to demonstrate it, we have created a…☆10Aug 16, 2023Updated 2 years ago
- Machine learning contest - October 2016 TLE☆201Feb 3, 2017Updated 9 years ago
- Models of Oil and Gas Industry in Python☆30Apr 2, 2021Updated 4 years ago