andymcdgeo / spwla_2022_machine_learning_workshopView external linksLinks
☆10Jun 11, 2022Updated 3 years ago
Alternatives and similar repositories for spwla_2022_machine_learning_workshop
Users that are interested in spwla_2022_machine_learning_workshop are comparing it to the libraries listed below
Sorting:
- Repository for the 2021 Machine Learning workshop☆13May 14, 2021Updated 4 years ago
- This is a jupyter projects in Python : Visually better, but it clutters at times, slow in loading☆17Dec 29, 2024Updated last year
- ☆37Oct 18, 2024Updated last year
- Rock Facies characterization by using different machine learning algorithms☆11Nov 11, 2019Updated 6 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆19May 26, 2021Updated 4 years ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆21Oct 1, 2019Updated 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…☆24Aug 16, 2023Updated 2 years ago
- Library of petrophysical calculations☆17Jul 1, 2020Updated 5 years ago
- ☆11Sep 25, 2022Updated 3 years ago
- Prediction of Equinor Volve well logs Data☆22Jul 11, 2020Updated 5 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Oct 26, 2023Updated 2 years ago
- ☆57Feb 14, 2019Updated 6 years ago
- T21 tutorial using Volve data☆34Mar 15, 2023Updated 2 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆31May 14, 2022Updated 3 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆76Oct 27, 2020Updated 5 years ago
- Repository with friendly workflows in Jupyter Notebooks to work with mainly wellbore datasets from Norwegian Petroleum Directorate (NPD, …☆10May 5, 2023Updated 2 years ago
- Neural network based petrophysical property inversion☆41Sep 1, 2020Updated 5 years ago
- Materials for Structural geology 2 course☆11Nov 11, 2019Updated 6 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Aug 17, 2022Updated 3 years ago
- 3D Seismic VIZ, Working with Database☆10May 19, 2022Updated 3 years ago
- Seismic attributes calculation in matlab☆14Jun 22, 2020Updated 5 years ago
- Jupyter Notebooks to be used with jupyterhub sandbox☆10Sep 17, 2019Updated 6 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆87May 14, 2022Updated 3 years ago
- Python implementations in geophysical methods: seismic and gravity☆100Aug 14, 2025Updated 5 months ago
- Repository for Machine Learning for Physicist 2020 summer training program☆12Aug 26, 2020Updated 5 years ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆11May 22, 2019Updated 6 years ago
- This repo contains a brief introduction to atmospheric correction for remote sensing imagery using examples from drone imagery.☆10Mar 30, 2020Updated 5 years ago
- This repository includes a Geolog Project with Interactive Picket and Lithology Optimization performed within Geolog using python loglans☆12Mar 27, 2023Updated 2 years ago
- Ensemble Smoother with Multiple Data Assimilation☆12May 8, 2024Updated last year
- This repository provides a MATLAB code for the Weight Quadrant Scan Method. This method allows transitions or boundaries detection from m…☆12Jan 30, 2019Updated 7 years ago
- Predict Petrophysical Rock Types (PRT) using KNN☆11Nov 10, 2021Updated 4 years ago
- Water color classification and optimization based on hyper/multispectral reflectances.☆10Jan 6, 2022Updated 4 years ago
- Exponential Smoothing, SARIMA, Facebook Prophet☆12Jan 3, 2021Updated 5 years ago
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆12Dec 8, 2022Updated 3 years ago
- NVIDIA IndeX cloud utilities☆12Oct 30, 2022Updated 3 years ago
- FORCE Competition : Create a machine learning model that has the highest accuracy in prediction lithology from a suite of wireline logs☆13Nov 20, 2020Updated 5 years ago
- Absolute beginner course on computer vision with Python, OpenCV, Tensorflow Keras, and PyTorch☆10Mar 18, 2023Updated 2 years ago
- Repository dedicated to computational analysis of brittle structures such as faults and fractures in a broad range of scales.☆10Jul 11, 2018Updated 7 years ago
- Supervised classification to predict rock facies and a T-test flow to evaluate the prediction performance.☆16Dec 31, 2020Updated 5 years ago