the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.
☆193Dec 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☆17Sep 15, 2020Updated 6 years ago
- A series of Jupyter notebooks showing how to load well log and petrophysical data in python.☆384May 22, 2023Updated 3 years ago
- Machine learning contest - October 2016 TLE☆204Feb 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.☆51Nov 28, 2018Updated 7 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆78Oct 27, 2020Updated 5 years ago
- Welly helps with well loading, wireline logs, log quality, data science☆375Jul 16, 2025Updated last year
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆38Sep 21, 2020Updated 5 years ago
- ☆42Aug 6, 2020Updated 6 years ago
- The 3rd SPWLA ML competition☆21Jan 5, 2024Updated 2 years ago
- Petroleum Engineering and Geosciences exercises in Python☆83Mar 11, 2021Updated 5 years ago
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Mar 13, 2020Updated 6 years ago
- Supervised modeling of depth-labeled core image and well log datasets☆20Jun 29, 2021Updated 5 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years 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.
- Geophysical Tutorials for 2016☆107Jun 16, 2019Updated 7 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆156Aug 16, 2019Updated 7 years ago
- Python utility for formation evaluation and petrophysical analysis support☆46Nov 29, 2025Updated 9 months ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆30Dec 27, 2018Updated 7 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆93May 14, 2022Updated 4 years ago
- FORCE Competition : Create a machine learning model that has the highest accuracy in prediction lithology from a suite of wireline logs☆14Nov 20, 2020Updated 5 years ago
- This is for AI prediction using seismic attributes☆26Mar 9, 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…☆26Aug 16, 2023Updated 3 years ago
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆138Nov 12, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Exploration of machine learning in geoscience use cases☆89May 9, 2024Updated 2 years ago
- Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)☆202Sep 27, 2020Updated 5 years ago
- Python and R notebooks accompanying a talk at the 2018 CSEG / CSPG Geoconvention in Calgary - and a lot MORE!☆30Mar 22, 2026Updated 5 months ago
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆17Dec 8, 2022Updated 3 years ago
- fault picking with 3D-UNets☆39Nov 22, 2022Updated 3 years ago
- Software for detection of given facies☆61Sep 15, 2019Updated 7 years ago
- Using Convolution Neural Network for Seismic Fault Mapping☆21Jul 10, 2021Updated 5 years ago
- Machine-Learning-Competition-2024☆12Sep 2, 2025Updated last year
- ☆57Feb 14, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆73Apr 17, 2020Updated 6 years ago
- Carbonate Reservoir Characterization workflow using Clerke’s carbonate Arab D Rosetta Stone calibration data to provide for a full pore s…☆26Apr 5, 2022Updated 4 years ago
- ☆199Jul 23, 2022Updated 4 years ago
- ☆14Feb 4, 2021Updated 5 years ago
- Practicing machine learning (from scratch) with Python 🐍☆17Jan 9, 2022Updated 4 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆46Apr 22, 2026Updated 4 months ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆264May 9, 2025Updated last year