Package: tfhub 0.8.1.9000

Tomasz Kalinowski

tfhub: Interface to 'TensorFlow' Hub

'TensorFlow' Hub is a library for the publication, discovery, and consumption of reusable parts of machine learning models. A module is a self-contained piece of a 'TensorFlow' graph, along with its weights and assets, that can be reused across different tasks in a process known as transfer learning. Transfer learning train a model with a smaller dataset, improve generalization, and speed up training.

Authors:Tomasz Kalinowski [aut, cre], Daniel Falbel [aut], JJ Allaire [aut], RStudio [cph, fnd], Google Inc. [cph]

tfhub_0.8.1.9000.tar.gz
tfhub_0.8.1.9000.zip(r-4.5)tfhub_0.8.1.9000.zip(r-4.4)tfhub_0.8.1.9000.zip(r-4.3)
tfhub_0.8.1.9000.tgz(r-4.4-any)tfhub_0.8.1.9000.tgz(r-4.3-any)
tfhub_0.8.1.9000.tar.gz(r-4.5-noble)tfhub_0.8.1.9000.tar.gz(r-4.4-noble)
tfhub_0.8.1.9000.tgz(r-4.4-emscripten)tfhub_0.8.1.9000.tgz(r-4.3-emscripten)
tfhub.pdf |tfhub.html
tfhub/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/rstudio/tfhub/issues

On CRAN:

11 exports 28 stars 2.58 score 30 dependencies 1 dependents 349 downloads

Last updated 3 years agofrom:1610faf56fa7647d5955cb66265353b7afefd15c

Exports:%>%hub_image_embedding_columnhub_loadhub_sparse_text_embedding_columnhub_text_embedding_columninstall_tensorflowinstall_tfhublayer_hubshapestep_pretrained_text_embeddingtf

Dependencies:backportsbase64enccliconfigglueherejsonlitelatticelifecyclemagrittrMatrixpngprocessxpsR6rappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapitensorflowtfautographtfrunstidyselectvctrswhiskerwithryaml

Key concepts

Rendered fromkey-concepts.Rmdusingknitr::rmarkdownon Jun 16 2024.

Last update: 2019-12-02
Started: 2019-08-14

Overview

Rendered fromintro.Rmdusingknitr::rmarkdownon Jun 16 2024.

Last update: 2021-12-15
Started: 2019-12-02

TensorFlow Hub with Keras

Rendered fromhub-with-keras.Rmdusingknitr::rmarkdownon Jun 16 2024.

Last update: 2021-12-15
Started: 2019-08-14