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gpflowr

Build Status codecov.io cran version

gpflowr (jee-pee-flower) is a simple R import of the GPflow python package for fitting Gaussian process models using Google's TensorFlow library.

The package is a very thin wrapper around a reticulate import of GPflow. The package provides a few convenience functions, but still requires some knowledge of python to use.

Installation

gpflowr isn't yet on CRAN, and also depends on GPflow and a version of reticulate that isn't on CRAN. Once you've installed GPflow, you can install gpflowr like this:

devtools::install_github('rstudio/reticulate')
devtools::install_github('goldingn/gpflowr')

Contributing

If you spot something about the port that you think we could improve, please let us know!

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🌼 Gaussian processes in TensorFlow via R 🌼

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