tensorflow v2.2.0

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R Interface to 'TensorFlow'

Interface to 'TensorFlow' <https://www.tensorflow.org/>, an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more 'CPUs' or 'GPUs' in a desktop, server, or mobile device with a single 'API'. 'TensorFlow' was originally developed by researchers and engineers working on the Google Brain Team within Google's Machine Intelligence research organization for the purposes of conducting machine learning and deep neural networks research, but the system is general enough to be applicable in a wide variety of other domains as well.

Functions in tensorflow

Name Description
evaluate Evaluate a Model
tensorboard TensorBoard Visualization Tool
use_compat Use Compatibility
use_session_with_seed Use a session with a random seed
view_savedmodel View a Saved Model
tf_extract_opts Tensor extract options
tensorflow TensorFlow for R
tf_function Creates a callable TensorFlow graph from an R function.
[.tensorflow.tensor Subset tensors with [
reexports Objects exported from other packages
tfe_enable_eager_execution Enables, for the rest of the lifetime of this program, eager execution.
parse_arguments Parse Command Line Arguments
train Train a Model
tf Main TensorFlow module
tf_config TensorFlow configuration information
all_dims All dims
install_tensorflow_extras Install additional Python packages alongside TensorFlow
shape Tensor shape
train_and_evaluate Simultaneously Train and Evaluate a Model
install_tensorflow Install TensorFlow and its dependencies
export_savedmodel Export a Saved Model
parse_flags Parse Configuration Flags for a TensorFlow Application
tf_gpu_configured TensorFlow GPU configuration information
tf_probability TensorFlow Probability Module
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Details

Type Package
License Apache License 2.0
URL https://github.com/rstudio/tensorflow
BugReports https://github.com/rstudio/tensorflow/issues
SystemRequirements TensorFlow (https://www.tensorflow.org/)
Encoding UTF-8
LazyData true
RoxygenNote 7.0.2
Config/reticulate list( packages = list( list(package = "tensorflow", pip = TRUE) ) )
NeedsCompilation no
Packaged 2020-05-11 16:35:51 UTC; dfalbel
Repository CRAN
Date/Publication 2020-05-11 18:20:03 UTC

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