andymcdgeo / spwla_2022_machine_learning_workshopLinks
☆10Updated 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☆13Updated 4 years ago
- Prediction of Equinor Volve well logs Data☆20Updated 5 years ago
- ☆31Updated 4 years ago
- Exploration of machine learning in geoscience use cases☆78Updated last year
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆158Updated 2 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 4 years ago
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 3 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆74Updated 4 years ago
- Python utility for formation evaluation and petrophysical analysis support☆42Updated last month
- Predict Petrophysical Rock Types (PRT) using KNN☆11Updated 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 2 years ago
- Python implementations in geophysical methods: seismic and gravity☆97Updated last month
- Basic Well Log Interpretation with python, pandas, matplotlib☆14Updated 9 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
- A python package with useful functions for well log interpretation.☆73Updated 3 years ago
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal for…☆36Updated 3 months ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆15Updated 4 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆239Updated 4 months ago
- Neural network based petrophysical property inversion☆38Updated 5 years ago
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆123Updated 3 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.☆49Updated 6 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆139Updated 3 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆149Updated 6 years ago
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Updated 5 years ago
- ☆56Updated 6 years ago
- 3D Seismic VIZ, Working with Database☆11Updated 3 years ago
- Absolute beginner course on computer vision with Python, OpenCV, Tensorflow Keras, and PyTorch☆10Updated 2 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆84Updated 3 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆42Updated last year