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GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

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Open-source, implicit 3D structural geological modeling in Python.

PyPI PyPI license: LGPL v3 Documentation Status Binder DOI DOCKER

Overview

GemPy is a Python-based, open-source geomodeling library. It is capable of constructing complex 3D geological models of folded structures, fault networks and unconformities, based on the underlying powerful implicit representation approach.

Installation

We provide the latest release version of GemPy via PyPi package services. We highly recommend using PyPi,

$ pip install gempy

as it will take care of automatically installing all the required dependencies - except in windows that requires one extra step.

Windows does not have a gcc compilers pre-installed. The easiest way to get a aesara compatible compiler is by using the aesara conda installation. Therefore the process would be the following:

$ conda install aesara

$ pip install gempy

For more information, refer to the installation documentation.

Requirements

The following versions are required/strongly recommended for the main dependencies of GemPy (as of June 2023):

  • python=3.10
  • pandas=2.0.1
  • matplotlib>=3.7
  • pyvista>=0.39

Resources

After installation, you can either check the notebook tutorials or the video introduction to get started.

Go to the documentation site for further information and enjoy the tutorials and examples.

For questions and support, please use discussions.

If you find a bug or have a feature request, create an issue.

Follow these guidelines to contribute to GemPy.

References

Publications using GemPy

A continuously growing list of gempy-applications (e.g. listing real-world models) can be found here.

Gallery

Geometries

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Features

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Case studies

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About

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

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  • Python 54.9%
  • Jupyter Notebook 44.8%
  • Other 0.3%