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
Alternatives and similar repositories for Force-2020-Machine-Learning-competition
Users that are interested in Force-2020-Machine-Learning-competition are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆16Sep 15, 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
- Machine learning contest - October 2016 TLE☆201Feb 3, 2017Updated 9 years ago
- ☆33Dec 27, 2020Updated 5 years ago
- The code describes how unsupervised ML can be applied to well log data for efficient clustering. A part of the well log data is provided.☆50Nov 28, 2018Updated 7 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆76Oct 27, 2020Updated 5 years ago
- Welly helps with well loading, wireline logs, log quality, data science☆358Jul 16, 2025Updated 8 months 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
- ☆42Aug 6, 2020Updated 5 years ago
- Petroleum Engineering and Geosciences exercises in Python☆78Mar 11, 2021Updated 5 years ago
- The 3rd SPWLA ML competition☆17Jan 5, 2024Updated 2 years ago
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Mar 13, 2020Updated 6 years ago
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆12Dec 8, 2022Updated 3 years ago
- Predictive modeling of depth-labeled core image and well log datasets☆20Jun 29, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years ago
- Geophysical Tutorials for 2016☆107Jun 16, 2019Updated 6 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆30Dec 27, 2018Updated 7 years ago
- FORCE Competition : Create a machine learning model that has the highest accuracy in prediction lithology from a suite of wireline logs☆13Nov 20, 2020Updated 5 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆152Aug 16, 2019Updated 6 years ago
- This is for AI prediction using seismic attributes☆25Mar 9, 2020Updated 6 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆89May 14, 2022Updated 3 years ago
- Exploration of machine learning in geoscience use cases☆84May 9, 2024Updated last year
- Python utility for formation evaluation and petrophysical analysis support☆44Nov 29, 2025Updated 3 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆136Nov 12, 2019Updated 6 years ago
- Software for detection of given facies☆60Sep 15, 2019Updated 6 years ago
- Machine-Learning-Competition-2024☆11Sep 2, 2025Updated 6 months ago
- Using Convolution Neural Network for Seismic Fault Mapping☆21Jul 10, 2021Updated 4 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
- Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)☆195Sep 27, 2020Updated 5 years ago
- ☆57Feb 14, 2019Updated 7 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆70Apr 17, 2020Updated 5 years ago
- Python and R notebooks accompanying a talk at the 2018 CSEG / CSPG Geoconvention in Calgary - and a lot MORE!☆30Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Practicing machine learning (from scratch) with Python 🐍☆17Jan 9, 2022Updated 4 years ago
- ☆14Feb 4, 2021Updated 5 years ago
- ☆191Jul 23, 2022Updated 3 years ago
- fault picking with 3D-UNets☆38Nov 22, 2022Updated 3 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Sep 9, 2020Updated 5 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆43Jan 8, 2024Updated 2 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆253May 9, 2025Updated 10 months ago