DIG-Kaust / MLgeoscience
Teaching material for ML in Geoscience course
☆79Updated last month
Related projects ⓘ
Alternatives and complementary repositories for MLgeoscience
- Python implementations in geophysical methods: seismic and gravity☆81Updated 2 years ago
- seismic-well tie in Python☆29Updated last year
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆33Updated 10 months ago
- Getting started with python tutorial repo for Transform2020☆30Updated 4 years ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆33Updated 2 years ago
- A rock physics library for Python☆42Updated last year
- Seismic Reservoir Modeling Python package☆88Updated 4 months ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆21Updated 4 years ago
- Python for Geoscientist - Digital Geoscience Data Handling using Python☆21Updated 2 years ago
- ☆55Updated 5 years ago
- Pore pressure prediction using seismic velocity and well log data☆87Updated 4 years ago
- A Python 3 based program for seismic refraction data processing.☆72Updated last year
- Teaching material for ErSE 210 Seismology course☆109Updated last month
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆112Updated 3 years ago
- A Python implementation of DEM (Differential Effective Medium)☆18Updated 7 years ago
- ☆38Updated 4 years ago
- Generating seismic data and associated labels to train deep learning networks.☆57Updated 3 months ago
- ☆29Updated 3 years ago
- Educational repository with Jupyter Notebooks all around the topic of geothermal energy☆46Updated 2 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆21Updated last year
- Geophysical Tutorials column for 2017☆97Updated 6 years ago
- extensive Python library for rock physics modelling☆37Updated 2 months ago
- Various plugins for the open source seismic interpretation system - OpendTect☆36Updated last week
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆154Updated 6 months ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆31Updated 11 years ago
- Python methods for geoscientists, geochemists and reservoir engineers working in geothermal resources.☆22Updated 2 years ago
- Tutorials for the Transform 2021☆27Updated last year
- Markov chain simulator in a sequence stratigraphic framework☆13Updated 5 years ago
- Practicing machine learning (from scratch) with Python 🐍☆15Updated 2 years ago
- Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reser…☆57Updated last week