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.

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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