Package: tfdeploy 0.6.1

Daniel Falbel

tfdeploy: Deploy 'TensorFlow' Models

Tools to deploy 'TensorFlow' <https://www.tensorflow.org/> models across multiple services. Currently, it provides a local server for testing 'cloudml' compatible services.

Authors:Javier Luraschi [aut, ctb], Daniel Falbel [cre, ctb], RStudio [cph]

tfdeploy_0.6.1.tar.gz
tfdeploy_0.6.1.zip(r-4.7)tfdeploy_0.6.1.zip(r-4.6)tfdeploy_0.6.1.zip(r-4.5)
tfdeploy_0.6.1.tgz(r-4.6-any)tfdeploy_0.6.1.tgz(r-4.5-any)
tfdeploy_0.6.1.tar.gz(r-4.7-any)tfdeploy_0.6.1.tar.gz(r-4.6-any)
tfdeploy_0.6.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
tfdeploy/json (API)

# Install 'tfdeploy' in R:

install.packages('tfdeploy', repos = c('https://dfalbel.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.65 score 45 scripts 162 downloads 5 exports 42 dependencies

Last updated from:960b67fe3f. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	170
source / vignettes	OK	195
linux-release-x86_64	OK	159
macos-release-arm64	OK	131
macos-oldrel-arm64	OK	413
windows-devel	OK	140
windows-release	OK	200
windows-oldrel	OK	152
wasm-release	OK	116

Exports:export_savedmodel load_savedmodel predict_savedmodel serve_savedmodel view_savedmodel

Dependencies:askpass backports base64enc cli config curl fastmap glue here httpuv httr jsonlite later lattice lifecycle magrittr Matrix mime openssl otel png processx promises ps R6 rappdirs Rcpp RcppTOML reticulate rlang rprojroot rstudioapi swagger sys tensorflow tfautograph tfruns tidyselect vctrs whisker withr yaml

Deploying TensorFlow Models

Rendered fromintroduction.Rmdusingknitr::rmarkdownon May 28 2026.

Last update: 2019-02-05
Started: 2019-02-05

Using Saved Models

Rendered fromsaved_models.Rmdusingknitr::rmarkdownon May 28 2026.

Last update: 2019-02-05
Started: 2019-02-05

Citation

Readme and manuals

Help Manual

Help page	Topics
Load a SavedModel	load_savedmodel
Predict using a SavedModel	predict_savedmodel
Predict using an Exported SavedModel	predict_savedmodel.export_prediction
Predict using a Loaded SavedModel	predict_savedmodel.graph_prediction
Predict using a Web API	predict_savedmodel.webapi_prediction
Serve a SavedModel	serve_savedmodel