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.

Total

141,147

Last month

12,995

Last week

3,119

Average per day

433

Daily downloads

Total downloads

Description file content

Package
tensorflow
Type
Package
Title
R Interface to 'TensorFlow'
Version
1.9
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.
License
Apache License 2.0
URL
BugReports
https://github.com/rstudio/tensorflow/issues
SystemRequirements
TensorFlow (https://www.tensorflow.org/)
Encoding
UTF-8
LazyData
true
Depends
R (>= 3.1)
Imports
config, jsonlite (>= 1.2), processx, reticulate (>= 1.10), tfruns (>= 1.0), utils, yaml, rstudioapi (>= 0.7)
Suggests
testthat, keras, tfestimators
RoxygenNote
6.0.1
NeedsCompilation
no
Packaged
2018-08-07 13:38:18 UTC; jjallaire
Author
JJ Allaire [aut, cre], RStudio [cph, fnd], Yuan Tang [aut, cph] (), Dirk Eddelbuettel [ctb, cph], Nick Golding [ctb, cph], Tomasz Kalinowski [ctb, cph], Google Inc. [ctb, cph] (Examples and Tutorials)
Maintainer
JJ Allaire
Repository
CRAN
Date/Publication
2018-08-07 14:10:03 UTC

install.packages('tensorflow')

1.9

2 months ago

https://github.com/rstudio/tensorflow

JJ Allaire

Apache License 2.0

Depends on

R (>= 3.1)

Imports

config, jsonlite (>= 1.2), processx, reticulate (>= 1.10), tfruns (>= 1.0), utils, yaml, rstudioapi (>= 0.7)

Suggests

testthat, keras, tfestimators

Discussions