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年08月18日
DOI: 10.32614/CRAN.package.tfestimators
Author: JJ Allaire [aut], Yuan Tang ORCID iD [aut], Kevin Ushey [aut], Kevin Kuo ORCID iD [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: tfestimators_1.9.3.zip, r-release: tfestimators_1.9.3.zip, r-oldrel: tfestimators_1.9.3.zip
macOS binaries: r-release (arm64): tfestimators_1.9.3.tgz, r-oldrel (arm64): tfestimators_1.9.3.tgz, r-release (x86_64): tfestimators_1.9.3.tgz, r-oldrel (x86_64): tfestimators_1.9.3.tgz
Old sources: tfestimators archive

Reverse dependencies:

Reverse suggests: tfhub

Linking:

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