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geomod3D

Implicit 3D geological modeling and geostatistics.

Development of this project has been suspended indefinitely. We are currently working on geoML (https://github.com/italo-goncalves/geoML) in Python in order to make better use of the GPU. All the functionality available here should be present there, though most likely in a new form.


Welcome to the geomod3D package. This is a project to develop a R package with tools for 3D implicit modeling of geological bodies and general manipulation of 3D spatial data and drillholes. See the vignette for instructions and a demonstration (if you have trouble viewing it, check the online version on http://rpubs.com/italogoncalves/geomod3D-intro).

Open 3D geological data is very welcome. Send me an e-mail if you can provide some or if you know of a repository.

You can install the package with the command devtools::install_github("italo-goncalves/geomod3D"). The build_vignette = T option builds the vignette locally, but it can take a few hours.

TODO list:

  • Add data and a vignette containing structural measurements
  • Add examples to help files
  • Add more open data and modeling examples
  • Improve documentation
  • Add data and examples of modeling with continuous variables
  • Speed up the GP class predictions
  • Add infrastructure for multivariate modeling
  • Implement GPU computations
  • Implement package testing

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