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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: | 1.9.2 |
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 |
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: | 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: tfestimators_1.9.2.zip, r-release: tfestimators_1.9.2.zip, r-oldrel: tfestimators_1.9.2.zip |
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 suggests: | tfdatasets, tfhub |
Please use the canonical form https://CRAN.R-project.org/package=tfestimators to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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