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tensorflow (version 2.9.0)

R Interface to 'TensorFlow'

Description

Interface to 'TensorFlow' , 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.

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Install

install.packages('tensorflow')

Monthly Downloads

21,441

Version

2.9.0

License

Apache License 2.0

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Last Published

May 21st, 2022

Functions in tensorflow (2.9.0)

parse_flags

Parse Configuration Flags for a TensorFlow Application
tf_function

Creates a callable TensorFlow graph from an R function.
use_compat

Use Compatibility
tf_extract_opts

Tensor extract options
train_and_evaluate

(Deprecated) Simultaneously Train and Evaluate a Model
tensorboard

TensorBoard Visualization Tool
tensorflow

TensorFlow for R
tf_config

TensorFlow configuration information
tfe_enable_eager_execution

(Deprecated) Enables, for the rest of the lifetime of this program, eager execution.
shape

Create a tf.TensorShape object
train

(Deprecated) Train a Model
tf

Main TensorFlow module
[.tensorflow.tensor

Subset tensors with [
tf_probability

TensorFlow Probability Module
tf_gpu_configured

TensorFlow GPU configuration information
use_session_with_seed

Use a session with a random seed
view_savedmodel

View a Saved Model
install_tensorflow

Install TensorFlow and its dependencies
parse_arguments

Parse Command Line Arguments
as_tensor

as_tensor
all_dims

All dims
set_random_seed

Set random seed for TensorFlow
reexports

Objects exported from other packages
install_tensorflow_extras

(Defunct) Install additional Python packages alongside TensorFlow
evaluate

Evaluate a Model
export_savedmodel

Export a Saved Model