├── .Rbuildignore ├── .gitattributes ├── .gitignore ├── .travis.yml ├── DESCRIPTION ├── LICENSE ├── LICENSE.md ├── NAMESPACE ├── R ├── autokeras_model_class.R ├── evaluate.R ├── export_model.R ├── fit.R ├── install_autokeras.R ├── model_image_classifier.R ├── model_image_regressor.R ├── model_structured_data_classifier.R ├── model_structured_data_regressor.R ├── model_text_classifier.R ├── model_text_regressor.R ├── package.R └── predict.R ├── README.Rmd ├── README.md ├── autokeras.Rproj ├── codecov.yml ├── docker └── Dockerfile ├── docs ├── 404.html ├── LICENSE-text.html ├── LICENSE.html ├── authors.html ├── bootstrap-toc.css ├── bootstrap-toc.js ├── docsearch.css ├── docsearch.js ├── index.html ├── link.svg ├── pkgdown.css ├── pkgdown.js ├── pkgdown.yml └── reference │ ├── AutokerasModel-class.html │ ├── Rplot001.png │ ├── autokeras-package.html │ ├── autokeras_model.html │ ├── evaluate.html │ ├── export_model.html │ ├── fit.html │ ├── image_classifier │ ├── oracle.json │ └── trial_2da69470fd31b602cff358fcfd16c1ab │ │ └── trial.json │ ├── index.html │ ├── install_autokeras.html │ ├── load_model.html │ ├── model_image_classifier.html │ ├── model_image_regressor.html │ ├── model_structured_data_classifier.html │ ├── model_structured_data_regressor.html │ ├── model_text_classifier.html │ ├── model_text_regressor.html │ ├── predict.html │ └── save_model.html ├── man ├── AutokerasModel-class.Rd ├── autokeras-package.Rd ├── evaluate.Rd ├── export_model.Rd ├── fit.Rd ├── install_autokeras.Rd ├── model_image_classifier.Rd ├── model_image_regressor.Rd ├── model_structured_data_classifier.Rd ├── model_structured_data_regressor.Rd ├── model_text_classifier.Rd ├── model_text_regressor.Rd └── predict.Rd ├── publications ├── LatinR2019 │ ├── Abstract │ │ ├── LatinR2019.Rmd │ │ ├── LatinR2019.pdf │ │ ├── README.Rmd │ │ ├── README.md │ │ ├── elsarticle.cls │ │ └── mybibfile.bib │ └── Presentation │ │ └── Scripts │ │ ├── 01_get_data.R │ │ ├── 02_imgs_to_array.R │ │ ├── 03_fit_model.R │ │ ├── 03_fit_model_emos.R │ │ ├── 03_fit_model_w_output.R │ │ ├── 04_predict.R │ │ ├── LatinR2019.Rproj │ │ ├── README.Rmd │ │ ├── README.md │ │ ├── emojifier │ │ ├── data │ │ │ ├── categories │ │ │ │ ├── activity.png │ │ │ │ ├── flags.png │ │ │ │ ├── food-drink.png │ │ │ │ ├── nature.png │ │ │ │ ├── objects.png │ │ │ │ ├── people.png │ │ │ │ ├── symbols.png │ │ │ │ └── travel-places.png │ │ │ └── emoji_ds.pkl │ │ ├── emojifier.Rproj │ │ ├── global.R │ │ ├── server.R │ │ └── ui.R │ │ ├── imgs │ │ ├── emojifier.png │ │ ├── emojizer_1.png │ │ ├── emojizer_2.png │ │ └── trivia.png │ │ ├── presentation.R │ │ └── trivia │ │ ├── data │ │ ├── emojis │ │ │ ├── Emojipedia │ │ │ │ ├── adhesive-bandage.png │ │ │ │ ├── auto-rickshaw.png │ │ │ │ ├── axe.png │ │ │ │ ├── ballet-shoes.png │ │ │ │ ├── banjo.png │ │ │ │ ├── beverage-box.png │ │ │ │ ├── briefs.png │ │ │ │ ├── brown-heart.png │ │ │ │ ├── butter.png │ │ │ │ ├── chair.png │ │ │ │ ├── deaf-person.png │ │ │ │ ├── diving-mask.png │ │ │ │ ├── diya-lamp.png │ │ │ │ ├── drop-of-blood.png │ │ │ │ ├── falafel.png │ │ │ │ ├── flamingo.png │ │ │ │ ├── garlic.png │ │ │ │ ├── guide-dog.png │ │ │ │ ├── hindu-temple.png │ │ │ │ ├── ice-cube.png │ │ │ │ ├── kite.png │ │ │ │ ├── kneeling-person.png │ │ │ │ ├── manual-wheelchair.png │ │ │ │ ├── mate-drink.png │ │ │ │ ├── mechanical-arm.png │ │ │ │ ├── mechanical-leg.png │ │ │ │ ├── motorized-wheelchair.png │ │ │ │ ├── one-piece-swimsuit.png │ │ │ │ ├── onion.png │ │ │ │ ├── orangutan.png │ │ │ │ ├── otter.png │ │ │ │ ├── oyster.png │ │ │ │ ├── parachute.png │ │ │ │ ├── pinching-hand.png │ │ │ │ ├── probing-cane.png │ │ │ │ ├── razor.png │ │ │ │ ├── ringed-planet.png │ │ │ │ ├── safety-vest.png │ │ │ │ ├── sari.png │ │ │ │ ├── shorts.png │ │ │ │ ├── skunk.png │ │ │ │ ├── sloth.png │ │ │ │ ├── standing-person.png │ │ │ │ ├── stethoscope.png │ │ │ │ ├── waffle.png │ │ │ │ ├── white-heart.png │ │ │ │ └── yawning-face.png │ │ │ ├── Google │ │ │ │ ├── adhesive-bandage.png │ │ │ │ ├── auto-rickshaw.png │ │ │ │ ├── axe.png │ │ │ │ ├── ballet-shoes.png │ │ │ │ ├── banjo.png │ │ │ │ ├── beverage-box.png │ │ │ │ ├── briefs.png │ │ │ │ ├── brown-heart.png │ │ │ │ ├── butter.png │ │ │ │ ├── chair.png │ │ │ │ ├── deaf-person.png │ │ │ │ ├── diving-mask.png │ │ │ │ ├── diya-lamp.png │ │ │ │ ├── drop-of-blood.png │ │ │ │ ├── falafel.png │ │ │ │ ├── flamingo.png │ │ │ │ ├── garlic.png │ │ │ │ ├── guide-dog.png │ │ │ │ ├── hindu-temple.png │ │ │ │ ├── ice-cube.png │ │ │ │ ├── kite.png │ │ │ │ ├── kneeling-person.png │ │ │ │ ├── manual-wheelchair.png │ │ │ │ ├── mate-drink.png │ │ │ │ ├── mechanical-arm.png │ │ │ │ ├── mechanical-leg.png │ │ │ │ ├── motorized-wheelchair.png │ │ │ │ ├── one-piece-swimsuit.png │ │ │ │ ├── onion.png │ │ │ │ ├── orangutan.png │ │ │ │ ├── otter.png │ │ │ │ ├── oyster.png │ │ │ │ ├── parachute.png │ │ │ │ ├── pinching-hand.png │ │ │ │ ├── probing-cane.png │ │ │ │ ├── razor.png │ │ │ │ ├── ringed-planet.png │ │ │ │ ├── safety-vest.png │ │ │ │ ├── sari.png │ │ │ │ ├── shorts.png │ │ │ │ ├── skunk.png │ │ │ │ ├── sloth.png │ │ │ │ ├── standing-person.png │ │ │ │ ├── stethoscope.png │ │ │ │ ├── waffle.png │ │ │ │ ├── white-heart.png │ │ │ │ └── yawning-face.png │ │ │ ├── JoyPixels │ │ │ │ ├── adhesive-bandage.png │ │ │ │ ├── auto-rickshaw.png │ │ │ │ ├── axe.png │ │ │ │ ├── ballet-shoes.png │ │ │ │ ├── banjo.png │ │ │ │ ├── beverage-box.png │ │ │ │ ├── briefs.png │ │ │ │ ├── brown-heart.png │ │ │ │ ├── butter.png │ │ │ │ ├── chair.png │ │ │ │ ├── deaf-person.png │ │ │ │ ├── diving-mask.png │ │ │ │ ├── diya-lamp.png │ │ │ │ ├── drop-of-blood.png │ │ │ │ ├── falafel.png │ │ │ │ ├── flamingo.png │ │ │ │ ├── garlic.png │ │ │ │ ├── guide-dog.png │ │ │ │ ├── hindu-temple.png │ │ │ │ ├── ice-cube.png │ │ │ │ ├── kite.png │ │ │ │ ├── kneeling-person.png │ │ │ │ ├── manual-wheelchair.png │ │ │ │ ├── mate-drink.png │ │ │ │ ├── mechanical-arm.png │ │ │ │ ├── mechanical-leg.png │ │ │ │ ├── motorized-wheelchair.png │ │ │ │ ├── one-piece-swimsuit.png │ │ │ │ ├── onion.png │ │ │ │ ├── orangutan.png │ │ │ │ ├── otter.png │ │ │ │ ├── oyster.png │ │ │ │ ├── parachute.png │ │ │ │ ├── pinching-hand.png │ │ │ │ ├── probing-cane.png │ │ │ │ ├── razor.png │ │ │ │ ├── ringed-planet.png │ │ │ │ ├── safety-vest.png │ │ │ │ ├── sari.png │ │ │ │ ├── shorts.png │ │ │ │ ├── skunk.png │ │ │ │ ├── sloth.png │ │ │ │ ├── standing-person.png │ │ │ │ ├── stethoscope.png │ │ │ │ ├── waffle.png │ │ │ │ ├── white-heart.png │ │ │ │ └── yawning-face.png │ │ │ ├── Microsoft │ │ │ │ ├── adhesive-bandage.png │ │ │ │ ├── auto-rickshaw.png │ │ │ │ ├── axe.png │ │ │ │ ├── ballet-shoes.png │ │ │ │ ├── banjo.png │ │ │ │ ├── beverage-box.png │ │ │ │ ├── briefs.png │ │ │ │ ├── brown-heart.png │ │ │ │ ├── butter.png │ │ │ │ ├── chair.png │ │ │ │ ├── deaf-person.png │ │ │ │ ├── diving-mask.png │ │ │ │ ├── diya-lamp.png │ │ │ │ ├── drop-of-blood.png │ │ │ │ ├── falafel.png │ │ │ │ ├── flamingo.png │ │ │ │ ├── garlic.png │ │ │ │ ├── guide-dog.png │ │ │ │ ├── hindu-temple.png │ │ │ │ ├── ice-cube.png │ │ │ │ ├── kite.png │ │ │ │ ├── kneeling-person.png │ │ │ │ ├── manual-wheelchair.png │ │ │ │ ├── mate-drink.png │ │ │ │ ├── mechanical-arm.png │ │ │ │ ├── mechanical-leg.png │ │ │ │ ├── motorized-wheelchair.png │ │ │ │ ├── one-piece-swimsuit.png │ │ │ │ ├── onion.png │ │ │ │ ├── orangutan.png │ │ │ │ ├── otter.png │ │ │ │ ├── oyster.png │ │ │ │ ├── parachute.png │ │ │ │ ├── pinching-hand.png │ │ │ │ ├── probing-cane.png │ │ │ │ ├── razor.png │ │ │ │ ├── ringed-planet.png │ │ │ │ ├── safety-vest.png │ │ │ │ ├── sari.png │ │ │ │ ├── shorts.png │ │ │ │ ├── skunk.png │ │ │ │ ├── sloth.png │ │ │ │ ├── standing-person.png │ │ │ │ ├── stethoscope.png │ │ │ │ ├── waffle.png │ │ │ │ ├── white-heart.png │ │ │ │ └── yawning-face.png │ │ │ ├── Samsung │ │ │ │ ├── brown-heart.png │ │ │ │ ├── deaf-person.png │ │ │ │ ├── guide-dog.png │ │ │ │ ├── kneeling-person.png │ │ │ │ ├── mechanical-arm.png │ │ │ │ ├── mechanical-leg.png │ │ │ │ ├── orangutan.png │ │ │ │ ├── pinching-hand.png │ │ │ │ ├── sloth.png │ │ │ │ ├── standing-person.png │ │ │ │ ├── white-heart.png │ │ │ │ └── yawning-face.png │ │ │ └── Twitter │ │ │ │ ├── adhesive-bandage.png │ │ │ │ ├── auto-rickshaw.png │ │ │ │ ├── axe.png │ │ │ │ ├── ballet-shoes.png │ │ │ │ ├── banjo.png │ │ │ │ ├── beverage-box.png │ │ │ │ ├── briefs.png │ │ │ │ ├── brown-heart.png │ │ │ │ ├── butter.png │ │ │ │ ├── chair.png │ │ │ │ ├── deaf-person.png │ │ │ │ ├── diving-mask.png │ │ │ │ ├── diya-lamp.png │ │ │ │ ├── drop-of-blood.png │ │ │ │ ├── falafel.png │ │ │ │ ├── flamingo.png │ │ │ │ ├── garlic.png │ │ │ │ ├── guide-dog.png │ │ │ │ ├── hindu-temple.png │ │ │ │ ├── ice-cube.png │ │ │ │ ├── kite.png │ │ │ │ ├── kneeling-person.png │ │ │ │ ├── manual-wheelchair.png │ │ │ │ ├── mate-drink.png │ │ │ │ ├── mechanical-arm.png │ │ │ │ ├── mechanical-leg.png │ │ │ │ ├── motorized-wheelchair.png │ │ │ │ ├── one-piece-swimsuit.png │ │ │ │ ├── onion.png │ │ │ │ ├── orangutan.png │ │ │ │ ├── otter.png │ │ │ │ ├── oyster.png │ │ │ │ ├── parachute.png │ │ │ │ ├── pinching-hand.png │ │ │ │ ├── probing-cane.png │ │ │ │ ├── razor.png │ │ │ │ ├── ringed-planet.png │ │ │ │ ├── safety-vest.png │ │ │ │ ├── sari.png │ │ │ │ ├── shorts.png │ │ │ │ ├── skunk.png │ │ │ │ ├── sloth.png │ │ │ │ ├── standing-person.png │ │ │ │ ├── stethoscope.png │ │ │ │ ├── waffle.png │ │ │ │ ├── white-heart.png │ │ │ │ └── yawning-face.png │ │ └── preds.rds │ │ ├── global.R │ │ ├── server.R │ │ ├── trivia.Rproj │ │ └── ui.R └── RStudio_tfblog_2019_04_16 │ ├── README.Rmd │ ├── README.md │ ├── autokeras.Rmd │ ├── autokeras.html │ ├── bibliography.bib │ └── images │ ├── img_1.jpg │ ├── mnist_ggplotted_num.png │ ├── some_mnist_nums.png │ └── thumbnail.jpg └── tests ├── testthat.R └── testthat ├── test-can_create_objects.R └── test-common_workflow.R /.Rbuildignore: -------------------------------------------------------------------------------- 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