☆34Aug 16, 2021Updated 5 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 6 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☆17Sep 15, 2020Updated 6 years ago
- ☆14Feb 4, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Prediction of Equinor Volve well logs Data☆24Jul 11, 2020Updated 6 years ago
- ☆33Dec 27, 2020Updated 5 years ago
- content for geomodeling class☆18Aug 30, 2024Updated 2 years ago
- Automate hyper-parameters tuning for NNs (learning rate, number of dense layers and nodes and activation function)☆14Aug 9, 2020Updated 6 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
- Open Source library for Reservoir Engineering Material Balance☆31Oct 13, 2023Updated 2 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆25Sep 9, 2020Updated 6 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆78Oct 27, 2020Updated 5 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆52Sep 23, 2019Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 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
- ☆57Feb 14, 2019Updated 7 years ago
- Getting started with python tutorial repo for Transform2020☆31Jun 8, 2020Updated 6 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆194Dec 8, 2022Updated 3 years ago
- Code to recreate the tutorial and figures in the book chapter.☆37May 14, 2022Updated 4 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆141May 6, 2022Updated 4 years ago
- Petroleum Engineering and Geosciences exercises in Python☆83Mar 11, 2021Updated 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
- 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
- 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.
- A series of Jupyter notebooks showing how to load well log and petrophysical data in python.☆384May 22, 2023Updated 3 years ago
- Supervised modeling of depth-labeled core image and well log datasets☆20Jun 29, 2021Updated 5 years ago
- Oil and Gas Conversion☆19Nov 22, 2021Updated 4 years ago
- Python utility for formation evaluation and petrophysical analysis support☆46Nov 29, 2025Updated 9 months ago
- Code for 30DayChartChallenge☆35May 10, 2021Updated 5 years ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆20Nov 10, 2021Updated 4 years ago
- Using Convolution Neural Network for Seismic Fault Mapping☆21Jul 10, 2021Updated 5 years ago
- ☆25Feb 28, 2022Updated 4 years ago
- Petroleum Data Collector☆56May 23, 2021Updated 5 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.
- Machine learning contest - October 2016 TLE☆204Feb 3, 2017Updated 9 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆31May 14, 2022Updated 4 years ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆15Jan 8, 2021Updated 5 years ago
- Image-to-Image Translation in PyTorch☆13Mar 2, 2021Updated 5 years ago
- Teaching material for ML in Geoscience course☆100Dec 30, 2025Updated 8 months ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years ago
- ☆199Jul 23, 2022Updated 4 years ago