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tensorflow

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 (25)

all_dims

All dims

evaluate

Evaluate a Model

export_savedmodel

Export a Saved Model

install_tensorflow

Install TensorFlow and its dependencies

install_tensorflow_extras

Install additional Python packages alongside TensorFlow

parse_arguments

Parse Command Line Arguments

parse_flags

Parse Configuration Flags for a TensorFlow Application

reexports

Objects exported from other packages

set_random_seed

Set random seed for TensorFlow

shape

Tensor shape

sub-.tensorflow.tensor

Subset tensors with [

tensorboard

TensorBoard Visualization Tool

tensorflow

TensorFlow for R

Main TensorFlow module

tf_config

TensorFlow configuration information

tf_extract_opts

Tensor extract options

tf_function

Creates a callable TensorFlow graph from an R function.

tf_gpu_configured

TensorFlow GPU configuration information

tf_probability

TensorFlow Probability Module

tfe_enable_eager_execution

Enables, for the rest of the lifetime of this program, eager execution.

train

Train a Model

train_and_evaluate

Simultaneously Train and Evaluate a Model

use_compat

Use Compatibility

use_session_with_seed

Use a session with a random seed

view_savedmodel

View a Saved Model

tensorflow

R Interface to 'TensorFlow'

v2.4.0

Apache License 2.0

Authors

Daniel Falbel [ctb, cph, cre], JJ Allaire [aut, cph], RStudio [cph, fnd], Yuan Tang [aut, cph] (<https://orcid.org/0000-0001-5243-233X>), Dirk Eddelbuettel [ctb, cph], Nick Golding [ctb, cph], Tomasz Kalinowski [ctb, cph], Google Inc. [ctb, cph] (Examples and Tutorials)

Initial release

tensorflow

Functions (25)

tensorflow

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