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:
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')) |
Bug tracker:https://github.com/rstudio/tfhub/issues
Last updated 3 years agofrom:1610faf56f. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 13 2024 |
| R-4.5-win | OK | Nov 13 2024 |
| R-4.5-linux | OK | Nov 13 2024 |
| R-4.4-win | OK | Nov 13 2024 |
| R-4.4-mac | OK | Nov 13 2024 |
| R-4.3-win | OK | Nov 13 2024 |
| R-4.3-mac | OK | Nov 13 2024 |
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 Nov 13 2024.Last update: 2019-12-02
Started: 2019-08-14
Overview
Rendered fromintro.Rmdusingknitr::rmarkdownon Nov 13 2024.Last update: 2021-12-15
Started: 2019-12-02
TensorFlow Hub with Keras
Rendered fromhub-with-keras.Rmdusingknitr::rmarkdownon Nov 13 2024.Last update: 2021-12-15
Started: 2019-08-14
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bake method for step_pretrained_text_embedding | bake.step_pretrained_text_embedding |
| Module to construct a dense 1-D representation from the pixels of images. | hub_image_embedding_column |
| Hub Load | hub_load |
| Module to construct dense representations from sparse text features. | hub_sparse_text_embedding_column |
| Module to construct a dense representation from a text feature. | hub_text_embedding_column |
| Install TensorFlow Hub | install_tfhub |
| Hub Layer | layer_hub |
| Prep method for step_pretrained_text_embedding | prep.step_pretrained_text_embedding |
| Pretrained text-embeddings | step_pretrained_text_embedding |