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:
autokeras_1.0.12.tar.gz
autokeras_1.0.12.zip(r-4.5)autokeras_1.0.12.zip(r-4.4)autokeras_1.0.12.zip(r-4.3)
autokeras_1.0.12.tgz(r-4.4-any)autokeras_1.0.12.tgz(r-4.3-any)
autokeras_1.0.12.tar.gz(r-4.5-noble)autokeras_1.0.12.tar.gz(r-4.4-noble)
autokeras_1.0.12.tgz(r-4.4-emscripten)autokeras_1.0.12.tgz(r-4.3-emscripten)
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')) |
Bug tracker:https://github.com/r-tensorflow/autokeras/issues
autodlautomatic-machine-learningautomldeep-learningkerasmachine-learningtensorflow
Last updated 4 years agofrom:951a665614. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 13 2024 |
| R-4.5-win | OK | Oct 13 2024 |
| R-4.5-linux | OK | Oct 13 2024 |
| R-4.4-win | OK | Oct 13 2024 |
| R-4.4-mac | OK | Oct 13 2024 |
| R-4.3-win | OK | Oct 13 2024 |
| R-4.3-mac | OK | Oct 13 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 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 |
