Source Code for 'Machine Learning in the Oil and Gas Industry' by Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, and Luigi Saputelli
☆128Nov 3, 2020Updated 5 years ago
Alternatives and similar repositories for machine-learning-oil-gas-industry
Users that are interested in machine-learning-oil-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:
- This repository has all my projects on Oil and Gas (and Non Oil & Gas) Machine Learning Topics☆49Nov 20, 2021Updated 4 years ago
- ☆196Jul 23, 2022Updated 3 years ago
- Data science and machine learning are fast-paced emerging technologies across all industries including oil and gas. The oil and gas indus…☆48Jan 28, 2023Updated 3 years ago
- Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)☆199Sep 27, 2020Updated 5 years ago
- Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US☆89Feb 23, 2026Updated 4 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Oil and Gas Conversion☆19Nov 22, 2021Updated 4 years ago
- A series of Jupyter notebooks showing how to load well log and petrophysical data in python.☆376May 22, 2023Updated 3 years ago
- Petroleum Data Collector☆56May 23, 2021Updated 5 years ago
- 3D Graphical Output of well producers and injectors in oil reservoir.☆18Jul 24, 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
- Python utilities for reservoir engineering calculations☆174Dec 6, 2025Updated 7 months ago
- Petroleum Engineering and Geosciences exercises in Python☆80Mar 11, 2021Updated 5 years ago
- 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 9 years ago
- Corel is a smart computer vision model that identifies facies and performs rock typing on core images☆13Oct 2, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Well logs correlation using dynamic time warping☆11Feb 6, 2021Updated 5 years ago
- This is a repository that groups a diverse set of machine learning models that I have created, tackling problematics in the oil and gas i…☆16Dec 9, 2022Updated 3 years ago
- This Python script uses webscraped Bakken data to generate automated exponential and hyperbolic decline curves for production forecasting…☆46Jul 3, 2019Updated 7 years ago
- Python utility for formation evaluation and petrophysical analysis support☆45Nov 29, 2025Updated 7 months 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☆16Sep 4, 2024Updated last year
- A "simple" decline-curve analysis example in Python☆17May 20, 2020Updated 6 years ago
- The final project at university using machine learning and deep learning to predict oil and gas production☆31Feb 6, 2023Updated 3 years ago
- Open source petroleum engineering projects, useful scripts, functions, and jupyter notebooks☆21Nov 17, 2020Updated 5 years ago
- Data and Machine Learning Curriculum for Oil, Gas, and Mining☆24Apr 22, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Oil and Gas Well Productivity Analysis☆21Aug 22, 2019Updated 6 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years ago
- ☆12Feb 8, 2020Updated 6 years ago
- PVT Simulator☆18Dec 16, 2020Updated 5 years ago
- ☆24Mar 4, 2024Updated 2 years ago
- The objective of this repository is take advantage of Geolog's powerful python loglan capabilities to interrogate Petrophysical well log …☆20Sep 4, 2024Updated last year
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Mar 13, 2020Updated 6 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆14Mar 25, 2016Updated 10 years ago
- Exploration of machine learning in geoscience use cases☆87May 9, 2024Updated 2 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.
- Transform 21 Tutorial for SEGYSAK☆13Jun 13, 2021Updated 5 years ago
- Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN☆17Nov 10, 2021Updated 4 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆19May 26, 2021Updated 5 years ago
- Python for Geoscientist - Digital Geoscience Data Handling using Python☆22Apr 22, 2026Updated 2 months ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆19Nov 10, 2021Updated 4 years ago
- Decline curve analysis for oil well production logs.☆63Jun 22, 2018Updated 8 years ago
- Clean version of opm-data without reference results☆65May 5, 2023Updated 3 years ago