☆34Aug 16, 2021Updated 4 years ago
Alternatives and similar repositories for Practical_ML_Tutorial_Facies_examp
Users that are interested in Practical_ML_Tutorial_Facies_examp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆42Aug 6, 2020Updated 5 years ago
- This is for AI prediction using seismic attributes☆26Mar 9, 2020Updated 6 years ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆17Apr 22, 2021Updated 5 years ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆16Sep 15, 2020Updated 5 years ago
- content for geomodeling class☆18Aug 30, 2024Updated last year
- 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.
- Prediction of Equinor Volve well logs Data☆22Jul 11, 2020Updated 5 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
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Sep 9, 2020Updated 5 years ago
- Open Source library for Reservoir Engineering Material Balance☆31Oct 13, 2023Updated 2 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆77Oct 27, 2020Updated 5 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆184Dec 8, 2022Updated 3 years ago
- ☆57Feb 14, 2019Updated 7 years ago
- Getting started with python tutorial repo for Transform2020☆31Jun 8, 2020Updated 5 years 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
- 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.
- Basic Well Log Interpretation with python, pandas, matplotlib☆141May 6, 2022Updated 4 years ago
- Code to recreate the tutorial and figures in the book chapter.☆37May 14, 2022Updated 4 years ago
- Rock facies classification with xgboost and physics-motivated feature augmentation☆15Feb 20, 2019Updated 7 years ago
- Create synthetic seismic volumes with various labelled river channels.☆22Aug 3, 2025Updated 9 months ago
- Petroleum Engineering and Geosciences exercises in Python☆79Mar 11, 2021Updated 5 years ago
- Oil and Gas Conversion☆18Nov 22, 2021Updated 4 years ago
- Python utility for formation evaluation and petrophysical analysis support☆45Nov 29, 2025Updated 5 months 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
- Supervised modeling of depth-labeled core image and well log datasets☆20Jun 29, 2021Updated 4 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.
- ☆24Mar 4, 2024Updated 2 years ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆19Nov 10, 2021Updated 4 years ago
- ☆40Jul 3, 2020Updated 5 years ago
- Using Convolution Neural Network for Seismic Fault Mapping☆21Jul 10, 2021Updated 4 years ago
- Petroleum Data Collector☆56May 23, 2021Updated 4 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
- Machine learning contest - October 2016 TLE☆203Feb 3, 2017Updated 9 years ago
- ☆117May 12, 2026Updated last week
- Teaching material for ML in Geoscience course☆96Dec 30, 2025Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆30Dec 27, 2018Updated 7 years ago
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆169May 10, 2024Updated 2 years ago
- ☆25Feb 28, 2022Updated 4 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆257May 9, 2025Updated last year
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆15Jan 8, 2021Updated 5 years ago
- Drill hole utilities for the GeoStats.jl framework☆12Apr 20, 2026Updated last month