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:
- ☆21Updated 7 years ago
- ☆56Updated 6 years ago
- Corel is a smart computer vision model that identifies facies and performs rock typing on core images☆12Updated last year
- A python package with useful functions for well log interpretation.☆74Updated 3 years ago
- ☆27Updated 5 years ago
- Supplement to Three common statistical missteps we make in reservoir characterization☆14Updated last year
- Read and write subsurface data files describing surfaces, grids and horizons.☆61Updated 2 years ago
- Exploration of machine learning in geoscience use cases☆79Updated last year
- Intro to basic subsurface workflows using Google Colab☆18Updated 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…☆13Updated 5 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆140Updated 3 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆151Updated 6 years ago
- Stratigraphic pick prediction via supervised machine-learning☆60Updated 2 years ago
- Predict Petrophysical Rock Types (PRT) using KNN☆11Updated 4 years ago
- ☆32Updated 4 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…☆22Updated 2 years ago
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆162Updated last year
- Well log digitalization☆25Updated 2 years ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆15Updated 5 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…☆20Updated 3 years ago
- Machine learning contest - October 2016 TLE☆197Updated 8 years ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆19Updated 4 years ago
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆124Updated 4 years ago
- ☆24Updated last year
- 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
- Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US☆85Updated 3 months ago
- Transform seismic segy to logs using Machine Learning☆14Updated 6 years ago
- The objective of this repository is take advantage of Geolog's powerful python loglan capabilities to interrogate Petrophysical well log …☆18Updated last year
- Geophysical Tutorials for 2016☆106Updated 6 years ago
- Library of petrophysical calculations☆17Updated 5 years ago