leocd91 / geoscience-ML-tutorialLinks
Some simple tutorials about machine learning / deep learning / optimization in geosciences.
☆42Updated 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 9 months ago
- Teaching material for ML in Geoscience course☆89Updated 10 months ago
- Python implementations in geophysical methods: seismic and gravity☆97Updated last month
- Automated Well-Tie☆33Updated 2 years ago
- Framework for computing seismic attributes with Python.☆47Updated 2 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆42Updated 5 years ago
- Seismic Spectral Enhancement Technique☆11Updated last year
- ☆39Updated 5 years ago
- External Attribute scripts for the open source seismic interpretation system - OpendTect☆25Updated 6 years ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆37Updated 3 years ago
- Seismic Reservoir Modeling Python package☆108Updated last year
- Pore pressure prediction using seismic velocity and well log data☆93Updated 5 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year
- Python for Geoscientist - Digital Geoscience Data Handling using Python☆22Updated 2 years ago
- A rock physics library for Python☆47Updated 2 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
- ☆56Updated 6 years ago
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆160Updated last year
- Geophysical Tutorials column for 2017☆100Updated 7 years ago
- Getting started with python tutorial repo for Transform2020☆30Updated 5 years ago
- Data and ipython notebook for my talk at Scipy2014.☆55Updated 11 years ago
- Teaching material for ErSE 210 Seismology course☆125Updated 3 months ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆46Updated last year
- Reproduced papers from the Reproducibility Zoo☆30Updated last year
- A Python 3 based program for seismic refraction data processing.☆86Updated 2 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆239Updated 4 months ago
- Program for Seismic Wave Simulation☆36Updated 4 years ago
- extensive Python library for rock physics modelling☆49Updated 9 months ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆74Updated 4 years ago
- Seismic Forward Modeling written in Python☆30Updated 6 years ago