Repository for the 2021 Machine Learning workshop
☆13May 14, 2021Updated 5 years ago
Alternatives and similar repositories for spwla2021_ml_workshop
Users that are interested in spwla2021_ml_workshop are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Jun 11, 2022Updated 4 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆19May 26, 2021Updated 5 years ago
- Ruby Classes for reading Well Log ASCII Standard files (CWLS LAS)☆14Jan 14, 2020Updated 6 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆78Oct 27, 2020Updated 5 years ago
- Python library for parsing standard well log files (Geophysical well logs)☆14Nov 30, 2021Updated 4 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.
- Predict Petrophysical Rock Types (PRT) using KNN☆12Nov 10, 2021Updated 4 years ago
- Log I/O is a library for accessing well log files☆25Feb 12, 2021Updated 5 years ago
- Repository with friendly workflows in Jupyter Notebooks to work with mainly wellbore datasets from Norwegian Petroleum Directorate (NPD, …☆10May 5, 2023Updated 3 years ago
- Carbonate Reservoir Characterization workflow using Clerke’s carbonate Arab D Rosetta Stone calibration data to provide for a full pore s…☆24Apr 5, 2022Updated 4 years ago
- The 3rd SPWLA ML competition☆20Jan 5, 2024Updated 2 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆141Nov 18, 2022Updated 3 years ago
- Supervised classification to predict rock facies and a T-test flow to evaluate the prediction performance.☆16Dec 31, 2020Updated 5 years ago
- ☆11Sep 25, 2022Updated 3 years ago
- Paper reading notes in the field of Image-Text Matching/Retrieval.☆13Mar 25, 2022Updated 4 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.
- Prediction of Equinor Volve well logs Data☆23Jul 11, 2020Updated 5 years ago
- Tutorials for the Transform 2021☆28Feb 23, 2023Updated 3 years ago
- A series of Jupyter notebooks showing how to load well log and petrophysical data in python.☆374May 22, 2023Updated 3 years ago
- ☆37Oct 18, 2024Updated last year
- ☆16Jan 27, 2026Updated 5 months ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆89May 14, 2022Updated 4 years ago
- Automated Well-Tie☆42Apr 26, 2023Updated 3 years ago
- ☆13Nov 29, 2021Updated 4 years ago
- ☆27Feb 2, 2023Updated 3 years ago
- AI Agents on 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.
- Exploration of machine learning in geoscience use cases☆87May 9, 2024Updated 2 years ago
- ☆57Feb 14, 2019Updated 7 years ago
- Computational Geometry Sandbox. Graham's Scan, Jarvis's March, KD Tree, Nearest Neighbor☆12Nov 23, 2015Updated 10 years ago
- NVIDIA IndeX cloud utilities☆13Oct 30, 2022Updated 3 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆188Dec 8, 2022Updated 3 years ago
- Python Tkinter GUI to remove line break and translate between English and Chinese☆15Apr 23, 2022Updated 4 years ago
- Water color classification and optimization based on hyper/multispectral reflectances.☆10Jan 6, 2022Updated 4 years ago
- Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"☆17Sep 11, 2022Updated 3 years ago
- DAS Waveform Modeling and Inversion☆16May 26, 2023Updated 3 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.
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆11May 22, 2019Updated 7 years ago
- ☆17Dec 14, 2025Updated 6 months ago
- Python library for working with the well log formats Digital Log Interchange Standard (DLIS V1) and Log Information Standard (LIS79)☆136Dec 3, 2025Updated 7 months ago
- ☆15Apr 6, 2023Updated 3 years ago
- A software that allows the user to make machine learning models without writing a single line of code!☆14Apr 25, 2020Updated 6 years ago
- ☆13Aug 12, 2023Updated 2 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Aug 17, 2022Updated 3 years ago