mycarta / Data-science-tools-petroleum-exploration-and-productionLinks
Python and R notebooks accompanying a talk at the 2018 CSEG / CSPG Geoconvention in Calgary - and a lot MORE!
☆29Updated 4 years ago
Alternatives and similar repositories for Data-science-tools-petroleum-exploration-and-production
Users that are interested in Data-science-tools-petroleum-exploration-and-production are comparing it to the libraries listed below
Sorting:
- ☆56Updated 6 years ago
- Corel is a smart computer vision model that identifies facies and performs rock typing on core images☆12Updated 8 months ago
- Intro to basic subsurface workflows using Google Colab☆17Updated 4 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…☆13Updated 5 years ago
- ☆26Updated 4 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…☆23Updated 4 years ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆18Updated 3 years ago
- Read and write subsurface data files describing surfaces, grids and horizons.☆60Updated last year
- A python package with useful functions for well log interpretation.☆73Updated 3 years ago
- Philliec459 / Jupyter-Notebooks_for-Characterization-of-a-New-Open-Source-Carbonate-Reservoir-Benchmarking-Case-StWe have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for…☆21Updated last year
- ☆20Updated 7 years ago
- Well log digitalization☆25Updated 2 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Updated 4 years ago
- ☆24Updated last year
- Geophysical Tutorials for 2014☆43Updated 4 years ago
- Python utility for formation evaluation and petrophysical analysis support☆42Updated 7 months ago
- Exploration of machine learning in geoscience use cases☆76Updated last year
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆28Updated 6 years ago
- Philliec459 / NEW-Carbonate-Characterization-Workflow-Jupiter-Notebook-Modules-with-Clerke-Arab-D-Calibration-DataCarbonate Reservoir Characterization workflow using Clerke’s carbonate Arab D Rosetta Stone calibration data to provide for a full pore s…☆19Updated 3 years ago
- ☆31Updated 4 years ago
- Monte Carlo estimation of reservoir reserves.☆33Updated 10 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆15Updated 4 years ago
- Getting started with python tutorial repo for Transform2020☆30Updated 4 years ago
- Stratigraphic pick prediction via supervised machine-learning☆62Updated 2 years ago
- ☆32Updated 5 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆37Updated last year
- Library of petrophysical calculations☆17Updated 4 years ago
- Predict Petrophysical Rock Types (PRT) using KNN☆11Updated 3 years ago
- Supplement to Three common statistical missteps we make in reservoir characterization☆14Updated 6 months ago