Package: autokeras 1.0.12

Juan Cruz Rodriguez

autokeras: R Interface to 'AutoKeras'

R Interface to 'AutoKeras' <https://autokeras.com/>. 'AutoKeras' is an open source software library for Automated Machine Learning (AutoML). The ultimate goal of AutoML is to provide easily accessible deep learning tools to domain experts with limited data science or machine learning background. 'AutoKeras' provides functions to automatically search for architecture and hyperparameters of deep learning models.

Authors:Juan Cruz Rodriguez [aut, cre], Data Analytics at Texas A&M Lab [cph]

autokeras_1.0.12.tar.gz
autokeras_1.0.12.zip(r-4.7)autokeras_1.0.12.zip(r-4.6)autokeras_1.0.12.zip(r-4.5)
autokeras_1.0.12.tgz(r-4.6-any)autokeras_1.0.12.tgz(r-4.5-any)
autokeras_1.0.12.tar.gz(r-4.7-any)autokeras_1.0.12.tar.gz(r-4.6-any)
autokeras_1.0.12.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
autokeras/json (API)

# Install 'autokeras' in R:

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

Bug tracker:https://github.com/r-tensorflow/autokeras/issues

On CRAN:

autodl automatic-machine-learning automl deep-learning keras machine-learning tensorflow

5.05 score 74 stars 2 scripts 272 downloads 3 mentions 11 exports 33 dependencies

Last updated from:951a665614. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	153
source / vignettes	OK	224
linux-release-x86_64	OK	158
macos-release-arm64	OK	156
macos-oldrel-arm64	OK	203
windows-devel	OK	169
windows-release	OK	175
windows-oldrel	OK	137
wasm-release	OK	106

Exports:evaluate export_model fit install_autokeras model_image_classifier model_image_regressor model_structured_data_classifier model_structured_data_regressor model_text_classifier model_text_regressor predict

Dependencies:backports base64enc cli config generics glue here jsonlite keras lattice lifecycle magrittr Matrix png processx ps R6 rappdirs Rcpp RcppTOML reticulate rlang rprojroot rstudioapi tensorflow tfautograph tfruns tidyselect vctrs whisker withr yaml zeallot

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
R Interface to AutoKeras	autokeras-package autokeras
Autokeras Model Class Representation	AutokerasModel-class
Evaluate a Model	evaluate evaluate.AutokerasModel
Export Model	export_model
Search for the Best Model and Hyperparameters	fit fit.AutokerasModel
Install Autokeras, Keras, and the Tensorflow Backend	install_autokeras
AutoKeras Image Classifier Model	model_image_classifier
AutoKeras Image Regressor Model	model_image_regressor
AutoKeras Structured Data Classifier Model	model_structured_data_classifier
AutoKeras Structured Data Regressor Model	model_structured_data_regressor
AutoKeras Text Classifier Model	model_text_classifier
AutoKeras Text Regressor Model	model_text_regressor
Model Predictions	predict predict.AutokerasModel