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'))

On CRAN:

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

3.64 score 44 scripts 126 downloads 5 exports 41 dependencies

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

Target	Result	Date
Doc / Vignettes	OK	Nov 01 2024
R-4.5-win	OK	Nov 01 2024
R-4.5-linux	OK	Nov 01 2024
R-4.4-win	OK	Nov 01 2024
R-4.4-mac	OK	Nov 01 2024
R-4.3-win	OK	Nov 01 2024
R-4.3-mac	OK	Nov 01 2024

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 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 Nov 01 2024.

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

Using Saved Models

Rendered fromsaved_models.Rmdusingknitr::rmarkdownon Nov 01 2024.

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