tfestimators: Interface to 'TensorFlow' Estimators

Interface to 'TensorFlow' Estimators <https://www.tensorflow.org/guide/estimator>, a high-level API that provides implementations of many different model types including linear models and deep neural networks.

Version:	1.9.3
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
Published:	2025-08-18
DOI:	10.32614/CRAN.package.tfestimators
Author:	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]
Maintainer:	Tomasz Kalinowski <tomasz.kalinowski at rstudio.com>
BugReports:	https://github.com/rstudio/tfestimators/issues
License:	Apache License 2.0
URL:	https://github.com/rstudio/tfestimators
NeedsCompilation:	no
SystemRequirements:	TensorFlow (https://www.tensorflow.org/)
Citation:	tfestimators citation info
Materials:	README, NEWS
In views:	ModelDeployment
CRAN checks:	tfestimators results

Documentation:

Reference manual:	tfestimators.html , tfestimators.pdf
Vignettes:	Custom Estimators (source, R code) Dataset API (source, R code) Estimators Basics (source, R code) Feature Columns (source, R code) Input Functions (source, R code) Parsing Utilities (source, R code) Run Hooks (source, R code) TensorBoard Visualization (source, R code) Using Estimators (source, R code)

Downloads:

Package source:	tfestimators_1.9.3.tar.gz
Windows binaries:	r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available
Old sources:	tfestimators archive

Reverse dependencies:

Reverse suggests:

tfdatasets, tfhub

Linking:

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