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: 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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