{ "_id": "6a49b0e7c8f6781c04fb8ad1", "Package": "autokeras", "Type": "Package", "Title": "R Interface to 'AutoKeras'", "Version": "1.0.12", "Authors@R": "c(\nperson(given = \"Juan Cruz\", family = \"Rodriguez\",\nrole = c(\"aut\", \"cre\"), email = \"jcrodriguez@unc.edu.ar\"),\nperson(family = \"Data Analytics at Texas A&M (DATA) Lab\", role = \"cph\")\n)", "Maintainer": "Juan Cruz Rodriguez ", "Description": "R Interface to 'AutoKeras' .\n'AutoKeras' is an open source software library for Automated\nMachine Learning (AutoML). The ultimate goal of AutoML is to\nprovide easily accessible deep learning tools to domain experts\nwith limited data science or machine learning background.\n'AutoKeras' provides functions to automatically search for\narchitecture and hyperparameters of deep learning models.", "Encoding": "UTF-8", "License": "MIT + file LICENSE", "URL": "https://github.com/r-tensorflow/autokeras", "BugReports": "https://github.com/r-tensorflow/autokeras/issues", "RoxygenNote": "7.1.1", "Config/pak/sysreqs": "libpng-dev python3", "Repository": "https://r-tensorflow.r-universe.dev", "Date/Publication": "2021-01-16 23:58:42 UTC", "RemoteUrl": "https://github.com/r-tensorflow/autokeras", "RemoteRef": "HEAD", "RemoteSha": "951a665614fde8c404bb90f485134f2a22843853", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-19 10:44:22 UTC", "User": "root" }, "Author": "Juan Cruz Rodriguez [aut, cre],\nData Analytics at Texas A&M (DATA) Lab [cph]", "_user": "r-tensorflow", "_type": "src", "_file": "autokeras_1.0.12.tar.gz", "_fileid": "https://r2.ropensci.org/746164788cf3096727dbf1ff821bd25fe52c918196dc5225b61450ac56dd56c2", "_filesize": 155066, "_sha256": "746164788cf3096727dbf1ff821bd25fe52c918196dc5225b61450ac56dd56c2", "_expires": "2026-10-13T01:18:29.000Z", "_created": "2026-06-19T10:44:22.000Z", "_published": "2026-07-05T01:18:31.191Z", "_jobs": [ { "job": 85181995811, "time": 154, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7747836656" }, { "job": 85181995823, "time": 151, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7747835244" }, { "job": 85181995837, "time": 208, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7747840914" }, { "job": 85181995879, "time": 228, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7747846943" }, { "job": 85181995602, "time": 173, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7747787887" }, { "job": 85181995836, "time": 101, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7747820233" }, { "job": 85181995801, "time": 138, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7747831361" }, { "job": 85181995772, "time": 163, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7747839362" }, { "job": 85181995943, "time": 124, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7747827168" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/r-tensorflow/actions/runs/27820899835", "_status": "success", "_upstream": "https://github.com/r-tensorflow/autokeras", "_commit": { "id": "951a665614fde8c404bb90f485134f2a22843853", "author": "Juan Cruz Rodriguez ", "committer": "Juan Cruz Rodriguez ", "message": "Updating pkgdown\n", "time": 1610841522 }, "_maintainer": { "name": "Juan Cruz Rodriguez", "email": "jcrodriguez@unc.edu.ar", "login": "jcrodriguez1989", "twitter": "@CancuCS", "description": "PhD in Computer Science 🍁", "uuid": 18466307 }, "_distro": "noble", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.1", "role": "Depends" }, { "package": "keras", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "reticulate", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "testthat", "role": "Suggests" }, { "package": "covr", "role": "Suggests" } ], "_owner": "r-tensorflow", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_topics": [ "autodl", "automatic-machine-learning", "automl", "deep-learning", "keras", "machine-learning", "tensorflow" ], "_stars": 74, "_contributors": [ { "user": "jcrodriguez1989", "count": 144, "uuid": 18466307 }, { "user": "da505819", "count": 2, "uuid": 42606683 } ], "_userbio": { "uuid": 54318241, "type": "organization", "name": "TensorFlow for R", "followers": 13 }, "_downloads": { "count": 250, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/autokeras" }, "_mentions": 3, "_devurl": "https://github.com/r-tensorflow/autokeras", "_searchresults": 2, "_rbuild": "4.6.0", "_assets": [ "extra/autokeras.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/r-tensorflow/autokeras", "_realowner": "r-tensorflow", "_cranurl": true, "_releases": [ { "version": "1.0.1", "date": "2020-02-20" }, { "version": "1.0.12", "date": "2021-01-17" } ], "_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" ], "_help": [ { "page": "autokeras-package", "title": "R Interface to AutoKeras", "topics": [ "autokeras-package", "autokeras" ] }, { "page": "AutokerasModel-class", "title": "Autokeras Model Class Representation", "topics": [ "AutokerasModel-class" ] }, { "page": "evaluate", "title": "Evaluate a Model", "topics": [ "evaluate", "evaluate.AutokerasModel" ] }, { "page": "export_model", "title": "Export Model", "topics": [ "export_model" ] }, { "page": "fit", "title": "Search for the Best Model and Hyperparameters", "topics": [ "fit", "fit.AutokerasModel" ] }, { "page": "install_autokeras", "title": "Install Autokeras, Keras, and the Tensorflow Backend", "topics": [ "install_autokeras" ] }, { "page": "model_image_classifier", "title": "AutoKeras Image Classifier Model", "topics": [ "model_image_classifier" ] }, { "page": "model_image_regressor", "title": "AutoKeras Image Regressor Model", "topics": [ "model_image_regressor" ] }, { "page": "model_structured_data_classifier", "title": "AutoKeras Structured Data Classifier Model", "topics": [ "model_structured_data_classifier" ] }, { "page": "model_structured_data_regressor", "title": "AutoKeras Structured Data Regressor Model", "topics": [ "model_structured_data_regressor" ] }, { "page": "model_text_classifier", "title": "AutoKeras Text Classifier Model", "topics": [ "model_text_classifier" ] }, { "page": "model_text_regressor", "title": "AutoKeras Text Regressor Model", "topics": [ "model_text_regressor" ] }, { "page": "predict", "title": "Model Predictions", "topics": [ "predict", "predict.AutokerasModel" ] } ], "_readme": "https://github.com/r-tensorflow/autokeras/raw/HEAD/README.md", "_rundeps": [ "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" ], "_score": 5.045322978786658, "_indexed": true, "_nocasepkg": "autokeras", "_universes": [ "r-tensorflow", "jcrodriguez1989" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.12", "date": "2026-06-19T10:46:33.000Z", "distro": "noble", "commit": "951a665614fde8c404bb90f485134f2a22843853", "fileid": "https://r2.ropensci.org/fe95df993eccf79ea40a79ae5aef08b7420472880be27294636769474edf8dce", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-tensorflow/actions/runs/27820899835" }, { "r": "4.6.0", "os": "linux", "version": "1.0.12", "date": "2026-06-19T10:46:33.000Z", "distro": "noble", "commit": "951a665614fde8c404bb90f485134f2a22843853", "fileid": "https://r2.ropensci.org/40228ab938d601773ed0a92737135f938245f189ceb029f04f85da4aa302e88d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-tensorflow/actions/runs/27820899835" }, { "r": "4.5.3", "os": "mac", "version": "1.0.12", "date": "2026-06-19T10:46:54.000Z", "commit": "951a665614fde8c404bb90f485134f2a22843853", "fileid": "https://r2.ropensci.org/711b51e23eea9d4e2c24c34d5a321f0ebd78b6e0fb8789aca3b328068f2a8714", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-tensorflow/actions/runs/27820899835" }, { "r": "4.6.0", "os": "mac", "version": "1.0.12", "date": "2026-06-19T10:47:08.000Z", "commit": "951a665614fde8c404bb90f485134f2a22843853", "fileid": "https://r2.ropensci.org/6a4023fba8a027f3f60b9aefbe691292f723939253bb8643434a55fc36d35571", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-tensorflow/actions/runs/27820899835" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.12", "date": "2026-06-19T10:46:19.000Z", "commit": "951a665614fde8c404bb90f485134f2a22843853", "fileid": "https://r2.ropensci.org/49eedc29366f797e180a077f67096c984d2c07f2f9b381e056dc765751dcd11f", "status": "success", "buildurl": "https://github.com/r-universe/r-tensorflow/actions/runs/27820899835" }, { "r": "4.7.0", "os": "win", "version": "1.0.12", "date": "2026-06-19T10:45:35.000Z", "commit": "951a665614fde8c404bb90f485134f2a22843853", "fileid": "https://r2.ropensci.org/922c3e1452464f3afac32ad8429774a293ff4e7f83a64de78683f964e0bb74af", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-tensorflow/actions/runs/27820899835" }, { "r": "4.5.3", "os": "win", "version": "1.0.12", "date": "2026-06-19T10:45:29.000Z", "commit": "951a665614fde8c404bb90f485134f2a22843853", "fileid": "https://r2.ropensci.org/b1dd022491f3f8592f2b7eef75cc2744dcce3dfef04853bc3bc5c040a360787a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-tensorflow/actions/runs/27820899835" }, { "r": "4.6.0", "os": "win", "version": "1.0.12", "date": "2026-06-19T10:45:25.000Z", "commit": "951a665614fde8c404bb90f485134f2a22843853", "fileid": "https://r2.ropensci.org/97e4fe665c525c8a56cc648b843d14c5e4c673062e944944468595056497918a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-tensorflow/actions/runs/27820899835" } ] }