tfestimators: Interface to 'TensorFlow' Estimators

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

Version: 1.9.2
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: 2021-08-09
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>
License: Apache License 2.0
NeedsCompilation: no
SystemRequirements: TensorFlow (
Citation: tfestimators citation info
Materials: README NEWS
In views: HighPerformanceComputing, ModelDeployment
CRAN checks: tfestimators results


Reference manual: tfestimators.pdf
Vignettes: Custom Estimators
Dataset API
Estimators Basics
Feature Columns
Input Functions
Parsing Utilities
Run Hooks
TensorBoard Visualization
Using Estimators


Package source: tfestimators_1.9.2.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): tfestimators_1.9.2.tgz, r-oldrel (arm64): tfestimators_1.9.2.tgz, r-release (x86_64): tfestimators_1.9.2.tgz, r-oldrel (x86_64): tfestimators_1.9.2.tgz
Old sources: tfestimators archive

Reverse dependencies:

Reverse suggests: tfdatasets, tfhub


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