aywandji / machine-predicted-lithology
FORCE Competition : Create a machine learning model that has the highest accuracy in prediction lithology from a suite of wireline logs
☆9Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for machine-predicted-lithology
- ☆24Updated 3 years ago
- Practicing machine learning (from scratch) with Python 🐍☆15Updated 2 years ago
- Prediction of Equinor Volve well logs Data☆16Updated 4 years ago
- ☆34Updated 4 years ago
- Framework for computing seismic attributes with Python.☆42Updated last year
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆66Updated 2 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆33Updated 10 months ago
- ☆55Updated 5 years ago
- seismic-well tie in Python☆29Updated last year
- T21 tutorial using Volve data☆30Updated last year
- Automatic fault interpretation with optimal surface voting☆55Updated 5 years ago
- ☆29Updated 3 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆78Updated 2 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 3 years ago
- A Python implementation of DEM (Differential Effective Medium)☆18Updated 7 years ago
- ☆40Updated 4 years ago
- Corel is a smart computer vision model that identifies facies and performs rock typing on core images☆10Updated last month
- Pore pressure prediction using seismic velocity and well log data☆87Updated 4 years ago
- Seismic data processing with ML and deep learning☆53Updated 5 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆21Updated 4 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…☆34Updated 4 years ago
- Seismic Reservoir Modeling Python package☆88Updated 4 months ago
- ☆23Updated 8 months ago
- This is for AI prediction using seismic attributes☆22Updated 4 years ago
- Repository for the 2021 Machine Learning workshop☆13Updated 3 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆21Updated last year
- Neural network based petrophysical property inversion☆34Updated 4 years ago
- Python utility for formation evaluation and petrophysical analysis support☆37Updated 3 weeks ago
- Convolutional neural network for seismic impedance inversion☆66Updated 5 years ago
- ☆10Updated 2 years ago