pddasig / Machine-Learning-Competition-2023Links
The 3rd SPWLA ML competition
☆17Updated last year
Alternatives and similar repositories for Machine-Learning-Competition-2023
Users that are interested in Machine-Learning-Competition-2023 are comparing it to the libraries listed below
Sorting:
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆15Updated 5 years ago
- ☆32Updated 4 years ago
- DEPRECATED! See https://github.com/wanggy-1/cigChannel for the latest version☆15Updated last month
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆42Updated last year
- 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
- Philliec459 / Geolog-Project-Notebook-for-a-Clastic-Comprehensive-Interactive-Petrophysical-Analysis-WorkflowThis repository has all of the python code and methods for a Comprehensive interactive petrophysical analysis workflow using python’s Pan…☆12Updated last year
- extensive Python library for rock physics modelling☆50Updated 11 months ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Updated 5 years ago
- Teaching material for ML in Geoscience course☆91Updated last year
- ☆27Updated 5 years ago
- Corel is a smart computer vision model that identifies facies and performs rock typing on core images☆12Updated last year
- 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
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆123Updated 4 years ago
- ☆56Updated 6 years ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- Pore pressure prediction using seismic velocity and well log data☆94Updated 5 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 3 years ago
- Absolute beginner course on computer vision with Python, OpenCV, Tensorflow Keras, and PyTorch☆10Updated 2 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆43Updated 6 years ago
- Transform seismic segy to logs using Machine Learning☆14Updated 6 years ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆36Updated 5 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆163Updated 2 years ago
- Generating seismic data and associated labels to train deep learning networks.☆92Updated 7 months 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
- Web App to plot a LAS file in a Triple Combo Format☆15Updated 10 months ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆76Updated 5 years ago
- A python package with useful functions for well log interpretation.☆74Updated 3 years ago
- Repository for the 2021 Machine Learning workshop☆13Updated 4 years ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Python implementations in geophysical methods: seismic and gravity☆99Updated 2 months ago