This is a repository that groups a diverse set of machine learning models that I have created, tackling problematics in the oil and gas industry using real data.
☆17Dec 9, 2022Updated 3 years ago
Alternatives and similar repositories for Machine-Learning-Projects-in-Oil-and-Gas-Industry
Users that are interested in Machine-Learning-Projects-in-Oil-and-Gas-Industry are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Data and Machine Learning Curriculum for Oil, Gas, and Mining☆25Apr 22, 2021Updated 5 years ago
- Data science and machine learning are fast-paced emerging technologies across all industries including oil and gas. The oil and gas indus…☆51Jan 28, 2023Updated 3 years ago
- Projects of Python Applications in Oil and Gas Industry☆15Feb 18, 2023Updated 3 years ago
- ☆12Nov 4, 2021Updated 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…☆26Aug 16, 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.
- Basic oil and gas well logs visualization and interpretation☆18Dec 20, 2019Updated 6 years ago
- Scrape and visualize a nationwide database of oil and gas wells.☆19Jun 29, 2021Updated 5 years ago
- Absolute beginner course on computer vision with Python, OpenCV, Tensorflow Keras, and PyTorch☆10Mar 18, 2023Updated 3 years ago
- This repo contains all the materials and instructions for putting together a Oil & Gas Tank Level Forecasting solution for oil and gas co…☆15Oct 1, 2018Updated 8 years ago
- Examine the all the leakages happened from 2010-2017 and apply machine learning to detect equipment failure☆19Mar 3, 2020Updated 6 years ago
- We are using Altair to Select Samples from a Poro-Perm Cross Plot and the respective Pc Curves or other data are then shown for the selec…☆13Apr 5, 2022Updated 4 years ago
- A Matlab-based package for performing Pore Network Modeling of porous media☆33Mar 1, 2024Updated 2 years ago
- Drilling Activity Prediction: Oil and Gas operations are dramatically affected by supply, demand and several other factors that compromis…☆15Aug 13, 2025Updated last year
- Data Science for Petroleum Engineering - Part 5: "Transforming Excel well raw data into datasets."☆12Aug 24, 2017Updated 9 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The toolbox for the oil fields modelling and analysis (oil forecasting, seismic slices classification, etc)☆22Jun 15, 2022Updated 4 years ago
- Models of Oil and Gas Industry in Python☆32Apr 2, 2021Updated 5 years ago
- Perlego Chrome extension☆11Sep 27, 2024Updated 2 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
- 3D Graphical Output of well producers and injectors in oil reservoir.☆18Jul 24, 2020Updated 6 years ago
- Python programming applied to petroleum engineering☆30Jun 3, 2024Updated 2 years ago
- MudrockNet is a deep learning SEM image segmentation model for mudrocks to identify pores and silt size grains, and is based on Google’s …☆15Jul 6, 2022Updated 4 years ago
- Open Source Black Oil Petroleum Reservoir Simulator (Visual Basic)☆11Aug 4, 2018Updated 8 years ago
- Notebooks used for Course: "Petroleum Data Analytics and Machine Learning' by Petroleum From Scratch"☆18Jan 8, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Reservoir simulation in Python using the JutulDarcy.jl reservoir simulator☆35Updated this week
- Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome☆13Oct 19, 2024Updated 2 years ago
- Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US☆96Feb 23, 2026Updated 8 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
- Production prediction is one of the core problems in a company. The provided dataset is a set of nearby wells located in the United State…☆13Nov 23, 2022Updated 3 years ago
- File integrity monitor with malware detection using machine learning☆16May 23, 2024Updated 2 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
- Oil and Gas Well Productivity Analysis☆23Aug 22, 2019Updated 7 years ago
- Prediction This repository contains the code and datasets for analyzing and predicting fuel prices, specifically Brent Oil, Crude Oil, …☆20Jun 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.
- Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN☆18Nov 10, 2021Updated 4 years ago
- demo of a predictive maintenance strategy on mock data for upstream oil & gas☆17Oct 6, 2026Updated last month
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆17Apr 22, 2021Updated 5 years ago
- Philliec459 / Altair-used-to-Visualize-and-Interrogate-well-by-well-Production-Data-from-Volve-FieldThe objective of this project is to interactively interrogate oil field production data using Altair☆17Sep 4, 2024Updated 2 years ago
- Microsoft sat down with DNV GL in their headquarters to execute on a five-day-hackathon where the focus was to predict external corrosion…☆36Jun 1, 2017Updated 9 years ago
- Capacitance resistance models for waterflood connectivity☆63Updated this week
- We have developed a simple, 1 layer neural network to estimate Rock Types☆20Nov 10, 2021Updated 4 years ago