tensorflow v1.5


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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
reexports Objects exported from other packages
shape Tensor shape
parse_arguments Parse Command Line Arguments
parse_flags Parse Configuration Flags for a TensorFlow Application
tf Main TensorFlow module
tf_config TensorFlow configuration information
install_tensorflow Install TensorFlow and it's dependencies
install_tensorflow_extras Install additional Python packages alongside TensorFlow
tensorboard TensorBoard Visualization Tool
tensorflow TensorFlow for R
tfe_enable_eager_execution Enables, for the rest of the lifetime of this program, eager execution.
train Train a Model
view_savedmodel View a Saved Model
evaluate Evaluate a Model
export_savedmodel Export a Saved Model
train_and_evaluate Simultaneously Train and Evaluate a Model
use_session_with_seed Use a session with a random seed
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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 6.0.1
NeedsCompilation no
Packaged 2018-01-17 10:55:11 UTC; jjallaire
Repository CRAN
Date/Publication 2018-01-17 15:02:31 UTC

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