A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.
☆23Sep 9, 2020Updated 5 years ago
Alternatives and similar repositories for FORCE-2020-Lithology
Users that are interested in FORCE-2020-Lithology 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 petrophysics python package for geoscience python computing of conventional and unconventional formation evaluation. Reads las files an…☆203May 21, 2019Updated 6 years ago
- #66DaysOfData Challenge☆14Sep 4, 2022Updated 3 years ago
- This is for AI prediction using seismic attributes☆25Mar 9, 2020Updated 6 years ago
- Automate hyper-parameters tuning for NNs (learning rate, number of dense layers and nodes and activation function)☆14Aug 9, 2020Updated 5 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.
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆14Dec 8, 2022Updated 3 years ago
- Streamlit app covering our open source projects. Try it here: https://lnkd.in/g2Yr5B9☆10Nov 3, 2021Updated 4 years ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆17Apr 22, 2021Updated 5 years ago
- ☆57Feb 14, 2019Updated 7 years ago
- The aim is to try and build some interactive log visualisations using dash in notebooks and demonstrate what is possible (and also what t…☆23Nov 22, 2020Updated 5 years ago
- A collection of Wells/Drilling Engineering tools, focused on well trajectory planning for the time being.☆141Apr 21, 2026Updated 2 weeks 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
- Absolute beginner course on computer vision with Python, OpenCV, Tensorflow Keras, and PyTorch☆10Mar 18, 2023Updated 3 years ago
- ☆42Aug 6, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Well log components☆31Apr 27, 2026Updated last week
- Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reser…☆67Mar 12, 2025Updated last year
- Python methods for geoscientists, geochemists and reservoir engineers working in geothermal resources.☆25Oct 25, 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.☆182Dec 8, 2022Updated 3 years ago
- ☆14Apr 20, 2021Updated 5 years ago
- Lithology and stratigraphic logs for wells or outcrop.☆221Oct 13, 2023Updated 2 years ago
- ☆34Aug 16, 2021Updated 4 years ago
- ☆25Feb 28, 2022Updated 4 years ago
- ☆14Feb 4, 2021Updated 5 years 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.
- Welly helps with well loading, wireline logs, log quality, data science☆362Jul 16, 2025Updated 9 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
- Boulder Caves - a Boulder Dash (tm) clone in pure python (including level editor)☆38Dec 20, 2021Updated 4 years ago
- ☆36Apr 24, 2022Updated 4 years ago
- LAS Explorer is a Streamlit web app that allows you to understand the contents of a LAS file. Also includes the ability to identify missi…☆42Jun 8, 2023Updated 2 years ago
- Prediction of Equinor Volve well logs Data☆22Jul 11, 2020Updated 5 years ago
- Using Convolution Neural Network for Seismic Fault Mapping☆21Jul 10, 2021Updated 4 years ago
- extensive Python library for rock physics modelling☆63Apr 1, 2026Updated last month
- A Matlab toolbox for sampling inverse problems with complex priors☆23Mar 2, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆12Mar 25, 2026Updated last month
- A wiki for saving various links, scripts, files, and notes.☆18Jan 19, 2025Updated last year
- 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
- Introduction to spatial data analytics and machine learning with GeostatsPy Python package☆165Jan 9, 2024Updated 2 years ago
- Python library for checking conformity of Log ASCII Standard (LAS) files to standards☆17Sep 7, 2025Updated 8 months ago
- Python library for working with the well log formats Digital Log Interchange Standard (DLIS V1) and Log Information Standard (LIS79)☆135Dec 3, 2025Updated 5 months ago
- Least-squares horizons with local slopes and multi-grid correlations☆16Apr 5, 2019Updated 7 years ago