leocd91 / geoscience-ML-tutorialLinks
Some simple tutorials about machine learning / deep learning / optimization in geosciences.
☆39Updated last year
Alternatives and similar repositories for geoscience-ML-tutorial
Users that are interested in geoscience-ML-tutorial are comparing it to the libraries listed below
Sorting:
- seismic-well tie in Python☆30Updated 7 months ago
- Teaching material for ML in Geoscience course☆87Updated 8 months ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆37Updated 2 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆40Updated 5 years ago
- Python implementations in geophysical methods: seismic and gravity☆94Updated 3 years ago
- Seismic Spectral Enhancement Technique☆11Updated last year
- Python for Geoscientist - Digital Geoscience Data Handling using Python☆22Updated 2 years ago
- ☆56Updated 6 years ago
- Framework for computing seismic attributes with Python.☆48Updated last year
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year
- This is for AI prediction using seismic attributes☆23Updated 5 years ago
- Pore pressure prediction using seismic velocity and well log data☆94Updated 4 years ago
- Automated Well-Tie☆31Updated 2 years ago
- ☆39Updated 5 years ago
- External Attribute scripts for the open source seismic interpretation system - OpendTect☆25Updated 6 years ago
- Getting started with python tutorial repo for Transform2020☆30Updated 5 years ago
- A rock physics library for Python☆46Updated 2 years ago
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆118Updated 3 years ago
- The purpose of this repo is to reconstruct 3D Seismic attributes using Python.☆22Updated 5 years ago
- ☆31Updated 4 years ago
- Seismic Reservoir Modeling Python package☆106Updated last year
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆158Updated last year
- Geophysical Tutorials column for 2017☆100Updated 7 years ago
- Teaching material for ErSE 210 Seismology course☆124Updated last month
- extensive Python library for rock physics modelling☆47Updated 7 months ago
- Program for Seismic Wave Simulation☆35Updated 4 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆150Updated 5 years ago
- Generating seismic data and associated labels to train deep learning networks.☆73Updated 4 months ago
- Seismic Depth Conversion using Quadratic Functions☆10Updated 2 years ago
- Data and ipython notebook for my talk at Scipy2014.☆55Updated 11 years ago