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
Alternatives and similar repositories for ML_well_log
Users that are interested in ML_well_log are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆17Dec 8, 2022Updated 3 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…☆38Sep 21, 2020Updated 6 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆198Dec 8, 2022Updated 3 years ago
- Prediction of Equinor Volve well logs Data☆24Jul 11, 2020Updated 6 years ago
- ☆56Feb 14, 2019Updated 7 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.
- ☆42Aug 6, 2020Updated 6 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆141May 6, 2022Updated 4 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆78Oct 27, 2020Updated 6 years ago
- ☆34Dec 27, 2020Updated 5 years ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆18Sep 15, 2020Updated 6 years ago
- Python and R notebooks accompanying a talk at the 2018 CSEG / CSPG Geoconvention in Calgary - and a lot MORE!☆30Mar 22, 2026Updated 7 months ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆157Aug 16, 2019Updated 7 years ago
- Use of Sklearn to predict Petrophysical Rock Types (PRT) in an Arab D carbonate based on Clerke's Rosetta Stone Calibration data☆10Nov 10, 2021Updated 4 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆25Sep 9, 2020Updated 6 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.
- Various reservoir datasets, including Volve and PUNQS3☆33Sep 2, 2021Updated 5 years ago
- 人工智能在石油测井上的应用包括采用机器学习，深度学习等相关方法进行岩性识别与相关测井曲线的回归。The application of artificial intelligence in well logging includes the use of machine le…☆186Sep 28, 2026Updated last month
- A series of Jupyter notebooks showing how to load well log and petrophysical data in python.☆390May 22, 2023Updated 3 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆81Aug 10, 2022Updated 4 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆29Dec 27, 2018Updated 7 years ago
- ☆21Jan 24, 2018Updated 8 years ago
- ☆34Mar 2, 2026Updated 7 months ago
- Simple well log plotting using Python and matplotlib☆27Mar 10, 2017Updated 9 years ago
- Supervised modeling of depth-labeled core image and well log datasets☆21Jun 29, 2021Updated 5 years 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.
- A series of scripts and notebooks that describe how to clean and process the oil and gas production data provided by the Oklahoma Corpora…☆14Sep 23, 2016Updated 10 years ago
- Petroleum Engineering and Geosciences exercises in Python☆84Mar 11, 2021Updated 5 years ago
- Series of tutorials and codes for Petroleum Data Analytics & ML☆14Aug 27, 2022Updated 4 years ago
- Practicing machine learning (from scratch) with Python 🐍☆17Jan 9, 2022Updated 4 years ago
- A petrophysics python package for geoscience python computing of conventional and unconventional formation evaluation. Reads las files an…☆209May 21, 2019Updated 7 years ago
- This repository has all my projects on Oil and Gas (and Non Oil & Gas) Machine Learning Topics☆50Nov 20, 2021Updated 4 years ago
- Geophysical Tutorials for 2016☆107Jun 16, 2019Updated 7 years ago
- Machine learning contest - October 2016 TLE☆206Feb 3, 2017Updated 9 years ago
- 开源的测井数据集 Open source well logging data set 适用于机器学习分析地下储层岩性识别与分类☆96Oct 11, 2026Updated 2 weeks 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.
- Access to Australia-wide public data for OZ Minerals/Unearthed Explorer challenge☆35Apr 23, 2019Updated 7 years ago
- a TensorFlow extension of GemPy.☆13Sep 7, 2023Updated 3 years ago
- ☆34Aug 16, 2021Updated 5 years ago
- 681 gamma-ray well logs from the Permian Basin, West Texas☆10Aug 8, 2022Updated 4 years ago
- Python utility for formation evaluation and petrophysical analysis support☆46Nov 29, 2025Updated 11 months ago
- ☆27Oct 13, 2020Updated 6 years ago
- Visualize Mohr Circle and Failure Envelope☆11Mar 25, 2023Updated 3 years ago