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
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autokeras.pdf |autokeras.html
autokeras/json (API)

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

Peer review:

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

On CRAN:

autodlautomatic-machine-learningautomldeep-learningkerasmachine-learningtensorflow

5.34 score 73 stars 239 downloads 3 mentions 11 exports 33 dependencies

Last updated 4 years agofrom:951a665614. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 12 2024
R-4.5-winOKNov 12 2024
R-4.5-linuxOKNov 12 2024
R-4.4-winOKNov 12 2024
R-4.4-macOKNov 12 2024
R-4.3-winOKNov 12 2024
R-4.3-macOKNov 12 2024

Exports:evaluateexport_modelfitinstall_autokerasmodel_image_classifiermodel_image_regressormodel_structured_data_classifiermodel_structured_data_regressormodel_text_classifiermodel_text_regressorpredict

Dependencies:backportsbase64enccliconfiggenericsglueherejsonlitekeraslatticelifecyclemagrittrMatrixpngprocessxpsR6rappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapitensorflowtfautographtfrunstidyselectvctrswhiskerwithryamlzeallot

Readme and manuals

Help Manual

Help pageTopics
R Interface to AutoKerasautokeras-package autokeras
Autokeras Model Class RepresentationAutokerasModel-class
Evaluate a Modelevaluate evaluate.AutokerasModel
Export Modelexport_model
Search for the Best Model and Hyperparametersfit fit.AutokerasModel
Install Autokeras, Keras, and the Tensorflow Backendinstall_autokeras
AutoKeras Image Classifier Modelmodel_image_classifier
AutoKeras Image Regressor Modelmodel_image_regressor
AutoKeras Structured Data Classifier Modelmodel_structured_data_classifier
AutoKeras Structured Data Regressor Modelmodel_structured_data_regressor
AutoKeras Text Classifier Modelmodel_text_classifier
AutoKeras Text Regressor Modelmodel_text_regressor
Model Predictionspredict predict.AutokerasModel