Package: tfdeploy 0.6.1

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-4.5)tfdeploy_0.6.1.zip(r-4.4)tfdeploy_0.6.1.zip(r-4.3)
tfdeploy_0.6.1.tgz(r-4.4-any)tfdeploy_0.6.1.tgz(r-4.3-any)
tfdeploy_0.6.1.tar.gz(r-4.5-noble)tfdeploy_0.6.1.tar.gz(r-4.4-noble)
tfdeploy_0.6.1.tgz(r-4.4-emscripten)tfdeploy_0.6.1.tgz(r-4.3-emscripten)
tfdeploy.pdf |tfdeploy.html
tfdeploy/json (API)

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

Peer review:

On CRAN:

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

5 exports 0.00 score 41 dependencies 44 scripts 147 downloads

Last updated 5 years agofrom:960b67fe3f. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 02 2024
R-4.5-winOKSep 02 2024
R-4.5-linuxOKSep 02 2024
R-4.4-winOKSep 02 2024
R-4.4-macOKSep 02 2024
R-4.3-winOKSep 02 2024
R-4.3-macOKSep 02 2024

Exports:export_savedmodelload_savedmodelpredict_savedmodelserve_savedmodelview_savedmodel

Dependencies:askpassbackportsbase64enccliconfigcurlfastmapglueherehttpuvhttrjsonlitelaterlatticelifecyclemagrittrMatrixmimeopensslpngprocessxpromisespsR6rappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapiswaggersystensorflowtfautographtfrunstidyselectvctrswhiskerwithryaml

Deploying TensorFlow Models

Rendered fromintroduction.Rmdusingknitr::rmarkdownon Sep 02 2024.

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

Using Saved Models

Rendered fromsaved_models.Rmdusingknitr::rmarkdownon Sep 02 2024.

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

Readme and manuals

Help Manual

Help pageTopics
Load a SavedModelload_savedmodel
Predict using a SavedModelpredict_savedmodel
Predict using an Exported SavedModelpredict_savedmodel.export_prediction
Predict using a Loaded SavedModelpredict_savedmodel.graph_prediction
Predict using a Web APIpredict_savedmodel.webapi_prediction
Serve a SavedModelserve_savedmodel