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What is the equivalence of Tensorflow in R?
in Data Science by Platinum (104k points)
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The R interface to TensorFlow consists of a suite of R packages that provide a variety of interfaces to TensorFlow for different tasks and levels of abstraction, including:

  • keras—A high-level interface for neural networks, with a focus on enabling fast experimentation.

  • tfestimators— Implementations of common model types such as regressors and classifiers.

  • tensorflow—Low-level interface to the TensorFlow computational graph.

  • tfdatasets—Scalable input pipelines for TensorFlow models.

Besides the various R interfaces to TensorFlow, there are tools to help with training workflow, including real time feedback on training metrics within the RStudio IDE.

All of the resources are available on the TensorFlow for R website at https://tensorflow.rstudio.com.

by Platinum (104k points)

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