seg / 2016-ml-contestLinks
Machine learning contest - October 2016 TLE
☆195Updated 8 years ago
Alternatives and similar repositories for 2016-ml-contest
Users that are interested in 2016-ml-contest are comparing it to the libraries listed below
Sorting:
- Geophysical Tutorials for 2016☆105Updated 6 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆136Updated 3 years ago
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆135Updated 5 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆126Updated 2 years ago
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆157Updated last year
- A python package with useful functions for well log interpretation.☆73Updated 3 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆153Updated 2 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆69Updated 4 years ago
- Geophysical Tutorials column for 2017☆100Updated 7 years ago
- Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation☆153Updated 3 years ago
- Bag of really useful geoscience equations and stuff☆290Updated last year
- ☆32Updated 5 years ago
- Notebooks with examples and demos of segyio☆133Updated last year
- Deep-learning seismic facies on state-of-the-art CNN architectures☆82Updated 3 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Updated 4 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆150Updated 5 years ago
- Software for detection of given facies☆58Updated 5 years ago
- ☆56Updated 6 years ago
- Tutorials from The Leading Edge column☆141Updated 7 years ago
- Exploration of machine learning in geoscience use cases☆76Updated last year
- Welly helps with well loading, wireline logs, log quality, data science☆337Updated 4 months ago
- Geophysical Tutorials column for 2018☆127Updated 4 years ago
- Pore pressure prediction using seismic velocity and well log data☆94Updated 4 years ago
- A petrophysics python package for geoscience python computing of conventional and unconventional formation evaluation. Reads las files an…☆189Updated 6 years ago
- A series of Jupyter notebooks showing how to load well log and petrophysical data in python.☆324Updated 2 years ago
- Automatic fault interpretation with optimal surface voting☆58Updated 5 years ago
- SEGY Swiss Army Knife for Seismic Data☆110Updated 2 months ago
- Geophysical Tutorials for 2014☆43Updated 4 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆230Updated last month
- 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