leocd91 / geoscience-ML-tutorialLinks
Some simple tutorials about machine learning / deep learning / optimization in geosciences.
☆38Updated 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 6 months ago
- Python for Geoscientist - Digital Geoscience Data Handling using Python☆22Updated 2 years ago
- Python implementations in geophysical methods: seismic and gravity☆91Updated 3 years ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆37Updated 2 years ago
- This is for AI prediction using seismic attributes☆23Updated 5 years ago
- Framework for computing seismic attributes with Python.☆48Updated last year
- ☆31Updated 4 years ago
- Automated Well-Tie☆31Updated 2 years ago
- External Attribute scripts for the open source seismic interpretation system - OpendTect☆25Updated 6 years ago
- ☆39Updated 4 years ago
- Seismic Reservoir Modeling Python package☆104Updated 11 months ago
- Seismic Spectral Enhancement Technique☆11Updated last year
- A Python implementation of DEM (Differential Effective Medium)☆19Updated 8 years ago
- Teaching material for ML in Geoscience course☆86Updated 8 months ago
- Getting started with python tutorial repo for Transform2020☆30Updated 5 years ago
- T21 tutorial using Volve data☆31Updated 2 years ago
- ☆56Updated 6 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year
- A rock physics library for Python☆45Updated 2 years ago
- extensive Python library for rock physics modelling☆46Updated 7 months ago
- Pore pressure prediction using seismic velocity and well log data☆94Updated 4 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆40Updated 5 years ago
- Program for Seismic Wave Simulation☆35Updated 4 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Updated 4 years ago
- Neural network based petrophysical property inversion☆36Updated 4 years ago
- ☆24Updated 3 years ago
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 3 years ago
- Tutorial for creating seismic synthetics using GemPy and Devito☆25Updated 4 years ago
- A Python 3 based program for seismic refraction data processing.☆85Updated last year
- Teaching material for ErSE 210 Seismology course☆120Updated last month