CRAN/E | tfestimators

tfestimators

Interface to 'TensorFlow' Estimators

Installation

About

Interface to 'TensorFlow' Estimators , a high-level API that provides implementations of many different model types including linear models and deep neural networks.

Citation tfestimators citation info
github.com/rstudio/tfestimators
System requirements TensorFlow (https://www.tensorflow.org/)
Bug report File report

Key Metrics

Version 1.9.2
R ≥ 3.1
Published 2021-08-09 992 days ago
Needs compilation? no
License Apache License 2.0
CRAN checks tfestimators results

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Maintainer

Maintainer

Tomasz Kalinowski

tomasz.kalinowski@rstudio.com

Authors

JJ Allaire

aut

Yuan Tang

aut

Kevin Ushey

aut

Kevin Kuo

aut

Tomasz Kalinowski

cre

Daniel Falbel

ctb / cph

RStudio

cph / fnd

Google Inc.

cph

Material

README
NEWS
Reference manual
Package source

In Views

HighPerformanceComputing
ModelDeployment

Vignettes

Custom Estimators
Dataset API
Estimators Basics
Feature Columns
Input Functions
Parsing Utilities
Run Hooks
TensorBoard Visualization
Using Estimators

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

tfestimators archive

Depends

R ≥ 3.1

Imports

forge
magrittr
progress
reticulate ≥ 1.10
rlang ≥0.3
tensorflow ≥ 1.9
tfruns ≥ 1.1
tidyselect
utils
purrr
tibble
tidyr

Suggests

ggplot2
modelr ≥ 0.1.1
testthat
rmarkdown
knitr

Reverse Suggests

tfdatasets
tfhub