SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis
☆76Oct 27, 2020Updated 5 years ago
Alternatives and similar repositories for Machine-Learning-Competition-2020
Users that are interested in Machine-Learning-Competition-2020 are comparing it to the libraries listed below
Sorting:
- ☆37Oct 18, 2024Updated last year
- Python utility for formation evaluation and petrophysical analysis support☆44Nov 29, 2025Updated 3 months ago
- ☆57Feb 14, 2019Updated 7 years ago
- Repository for the 2021 Machine Learning workshop☆13May 14, 2021Updated 4 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
- A series of Jupyter notebooks showing how to load well log and petrophysical data in python.☆357May 22, 2023Updated 2 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆174Dec 8, 2022Updated 3 years ago
- Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN☆17Nov 10, 2021Updated 4 years ago
- ☆27Oct 13, 2020Updated 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 petrophysics python package for geoscience python computing of conventional and unconventional formation evaluation. Reads las files an…☆197May 21, 2019Updated 6 years ago
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal for…☆65Feb 22, 2026Updated last week
- Tools for managing well log data.☆18Mar 31, 2014Updated 11 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆142May 6, 2022Updated 3 years ago
- ☆42Aug 6, 2020Updated 5 years ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆16Sep 15, 2020Updated 5 years ago
- Predictive modeling of depth-labeled core image and well log datasets☆20Jun 29, 2021Updated 4 years ago
- A python package with useful functions for well log interpretation.☆74May 6, 2022Updated 3 years ago
- Machine learning contest - October 2016 TLE☆201Feb 3, 2017Updated 9 years ago
- Neural network based petrophysical property inversion☆41Sep 1, 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
- ☆14Feb 4, 2021Updated 5 years ago
- Python library for working with the well log formats Digital Log Interchange Standard (DLIS V1) and Log Information Standard (LIS79)☆132Dec 3, 2025Updated 2 months ago
- Open source petroleum engineering projects, useful scripts, functions, and jupyter notebooks☆20Nov 17, 2020Updated 5 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
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆167May 10, 2024Updated last year
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Mar 13, 2020Updated 5 years ago
- ☆33Dec 27, 2020Updated 5 years ago
- This repository has all my projects on Oil and Gas (and Non Oil & Gas) Machine Learning Topics☆47Nov 20, 2021Updated 4 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years ago
- Welly helps with well loading, wireline logs, log quality, data science☆356Jul 16, 2025Updated 7 months 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
- Transform seismic segy to logs using Machine Learning☆15Jan 9, 2019Updated 7 years ago
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆132Oct 8, 2021Updated 4 years ago
- Exploration of machine learning in geoscience use cases☆82May 9, 2024Updated last year
- Lithology and stratigraphic logs for wells or outcrop.☆220Oct 13, 2023Updated 2 years ago
- ☆190Jul 23, 2022Updated 3 years ago
- Well log digitalization☆25Jun 3, 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