{
"_id": "6a53267a9b92047c28d55d9f",
"Package": "tensorflow",
"Type": "Package",
"Title": "R Interface to 'TensorFlow'",
"Version": "2.20.0.9000",
"Authors@R": "c(\nperson(\"JJ\", \"Allaire\", role = c(\"aut\", \"cph\")),\nperson(\"Tomasz\", \"Kalinowski\", role = c(\"ctb\", \"cph\", \"cre\"),\nemail = \"tomasz.kalinowski@posit.co\"),\nperson(\"Daniel\", \"Falbel\", role = c(\"ctb\", \"cph\"), email = \"daniel@posit.co\"),\nperson(\"Dirk\", \"Eddelbuettel\", role = c(\"ctb\", \"cph\"),\nemail = \"edd@debian.org\"),\nperson(\"Yuan\", \"Tang\", role = c(\"aut\", \"cph\"),\nemail = \"terrytangyuan@gmail.com\",\ncomment = c(ORCID = \"0000-0001-5243-233X\")),\nperson(\"Nick\", \"Golding\", role = c(\"ctb\", \"cph\"),\nemail = \"nick.golding.research@gmail.com\"),\nperson(\"Google Inc.\", role = c(\"ctb\", \"cph\"),\ncomment = \"Examples and Tutorials\"),\nperson(\"Posit, PBC\", role = c(\"cph\", \"fnd\"))\n)",
"Description": "Interface to 'TensorFlow' ,\nan open source software library for numerical computation using\ndata flow graphs. Nodes in the graph represent mathematical\noperations, while the graph edges represent the\nmultidimensional data arrays (tensors) communicated between\nthem. The flexible architecture allows you to deploy\ncomputation to one or more 'CPUs' or 'GPUs' in a desktop,\nserver, or mobile device with a single 'API'. 'TensorFlow' was\noriginally developed by researchers and engineers working on\nthe Google Brain Team within Google's Machine Intelligence\nresearch organization for the purposes of conducting machine\nlearning and deep neural networks research, but the system is\ngeneral enough to be applicable in a wide variety of other\ndomains as well.",
"License": "Apache License 2.0",
"URL": "https://github.com/rstudio/tensorflow",
"BugReports": "https://github.com/rstudio/tensorflow/issues",
"SystemRequirements": "TensorFlow (https://www.tensorflow.org/)",
"Encoding": "UTF-8",
"Roxygen": "list(markdown = TRUE)",
"RoxygenNote": "7.3.2",
"Config/pak/sysreqs": "libpng-dev",
"Repository": "https://rstudio.r-universe.dev",
"Date/Publication": "2026-05-08 15:48:59 UTC",
"RemoteUrl": "https://github.com/rstudio/tensorflow",
"RemoteRef": "HEAD",
"RemoteSha": "fed1fe79742d9a979884b07f69c126b91a93050b",
"NeedsCompilation": "no",
"Packaged": {
"Date": "2026-07-12 05:27:18 UTC",
"User": "root"
},
"Author": "JJ Allaire [aut, cph],\nTomasz Kalinowski [ctb, cph, cre],\nDaniel Falbel [ctb, cph],\nDirk Eddelbuettel [ctb, cph],\nYuan Tang [aut, cph] (ORCID: ),\nNick Golding [ctb, cph],\nGoogle Inc. [ctb, cph] (Examples and Tutorials),\nPosit, PBC [cph, fnd]",
"Maintainer": "Tomasz Kalinowski ",
"_user": "rstudio",
"_type": "src",
"_file": "tensorflow_2.20.0.9000.tar.gz",
"_fileid": "https://r2.ropensci.org/2c46d792269356a7a588c3e70352180013f01810d2c4ba9f22b3683ad5534643",
"_filesize": 233012,
"_sha256": "2c46d792269356a7a588c3e70352180013f01810d2c4ba9f22b3683ad5534643",
"_expires": "2026-10-20T05:30:33.000Z",
"_created": "2026-07-12T05:27:18.000Z",
"_published": "2026-07-12T05:30:34.573Z",
"_jobs": [
{
"job": 86619018442,
"time": 153,
"config": "linux-devel-x86_64",
"r": "4.7.0",
"check": "OK",
"artifact": "8256466291"
},
{
"job": 86619018461,
"time": 144,
"config": "linux-release-x86_64",
"r": "4.6.1",
"check": "OK",
"artifact": "8256465267"
},
{
"job": 86619018456,
"time": 106,
"config": "macos-oldrel-arm64",
"r": "4.5.3",
"check": "OK",
"artifact": "8256460121"
},
{
"job": 86619018497,
"time": 148,
"config": "macos-release-arm64",
"r": "4.6.1",
"check": "OK",
"artifact": "8256466264"
},
{
"job": 86618799869,
"time": 183,
"config": "source",
"r": "4.6.1",
"check": "OK",
"artifact": "8256444431"
},
{
"job": 86619018441,
"time": 109,
"config": "wasm-release",
"r": "4.6.0",
"check": "OK",
"artifact": "8256460686"
},
{
"job": 86619018464,
"time": 85,
"config": "windows-devel",
"r": "4.7.0",
"check": "OK",
"artifact": "8256457165"
},
{
"job": 86619018451,
"time": 90,
"config": "windows-oldrel",
"r": "4.5.3",
"check": "OK",
"artifact": "8256457919"
},
{
"job": 86619018480,
"time": 84,
"config": "windows-release",
"r": "4.6.1",
"check": "OK",
"artifact": "8256457013"
}
],
"_host": "GitHub-Actions",
"_buildurl": "https://github.com/r-universe/rstudio/actions/runs/29181115184",
"_status": "success",
"_upstream": "https://github.com/rstudio/tensorflow",
"_commit": {
"id": "fed1fe79742d9a979884b07f69c126b91a93050b",
"author": "Tomasz Kalinowski ",
"committer": "GitHub ",
"message": "Merge pull request #628 from rstudio/fix/tensorboard\n\nFix tensorboard() with newer TensorBoard versions",
"time": 1778255339
},
"_maintainer": {
"name": "Tomasz Kalinowski",
"email": "tomasz.kalinowski@posit.co",
"login": "t-kalinowski",
"mastodon": "@t_kalinowski@fosstodon.org",
"bluesky": "@t-kalinowski.bsky.social",
"description": "",
"uuid": 8462255
},
"_distro": "resolute",
"_registered": true,
"_dependencies": [
{
"package": "R",
"version": ">= 3.6",
"role": "Depends"
},
{
"package": "config",
"role": "Imports"
},
{
"package": "processx",
"role": "Imports"
},
{
"package": "reticulate",
"version": ">= 1.41.0",
"role": "Imports"
},
{
"package": "tfruns",
"version": ">= 1.0",
"role": "Imports"
},
{
"package": "utils",
"role": "Imports"
},
{
"package": "yaml",
"role": "Imports"
},
{
"package": "grDevices",
"role": "Imports"
},
{
"package": "tfautograph",
"version": ">= 0.3.1",
"role": "Imports"
},
{
"package": "rstudioapi",
"version": ">= 0.7",
"role": "Imports"
},
{
"package": "lifecycle",
"role": "Imports"
},
{
"package": "testthat",
"version": ">= 2.1.0",
"role": "Suggests"
},
{
"package": "keras3",
"role": "Suggests"
},
{
"package": "pillar",
"role": "Suggests"
},
{
"package": "withr",
"role": "Suggests"
},
{
"package": "callr",
"role": "Suggests"
}
],
"_owner": "rstudio",
"_selfowned": true,
"_usedby": 74,
"_updates": [
{
"week": "2025-34",
"n": 1
},
{
"week": "2026-19",
"n": 2
}
],
"_tags": [
{
"name": "v2.20.0",
"date": "2025-08-18"
}
],
"_stars": 1340,
"_contributors": [
{
"user": "jjallaire",
"count": 1009,
"uuid": 104391
},
{
"user": "t-kalinowski",
"count": 384,
"uuid": 8462255
},
{
"user": "dfalbel",
"count": 140,
"uuid": 4706822
},
{
"user": "javierluraschi",
"count": 47,
"uuid": 3478847
},
{
"user": "terrytangyuan",
"count": 46,
"uuid": 4269898
},
{
"user": "goldingn",
"count": 30,
"uuid": 4450731
},
{
"user": "kevinushey",
"count": 25,
"uuid": 1976582
},
{
"user": "jimhester",
"count": 7,
"uuid": 205275
},
{
"user": "eddelbuettel",
"count": 4,
"uuid": 673121
},
{
"user": "jcrodriguez1989",
"count": 2,
"uuid": 18466307
},
{
"user": "jsta",
"count": 2,
"uuid": 7844578
},
{
"user": "unrahul",
"count": 1,
"uuid": 45503355
},
{
"user": "lorenzomoriconi",
"count": 1,
"uuid": 17298053
},
{
"user": "kevinykuo",
"count": 1,
"uuid": 5582151
},
{
"user": "alexanderbeatson",
"count": 1,
"uuid": 42263886
},
{
"user": "ralphjo",
"count": 1,
"uuid": 26002541
},
{
"user": "kmader",
"count": 1,
"uuid": 116120
},
{
"user": "cortinah",
"count": 1,
"uuid": 22863380
},
{
"user": "fvd",
"count": 1,
"uuid": 2441145
},
{
"user": "danielmedinastacey",
"count": 1,
"uuid": 2080467
}
],
"_userbio": {
"uuid": 513560,
"type": "organization",
"name": "RStudio",
"followers": 3522
},
"_downloads": {
"count": 16924,
"source": "https://cranlogs.r-pkg.org/downloads/total/last-month/tensorflow"
},
"_mentions": 71,
"_devurl": "https://github.com/rstudio/tensorflow",
"_searchresults": 4936,
"_rbuild": "4.6.1",
"_assets": [
"extra/citation.cff",
"extra/citation.html",
"extra/citation.json",
"extra/citation.txt",
"extra/contents.json",
"extra/NEWS.html",
"extra/NEWS.txt",
"extra/readme.html",
"extra/readme.md",
"extra/tensorflow.html",
"manual.pdf"
],
"_homeurl": "https://github.com/rstudio/tensorflow",
"_realowner": "rstudio",
"_cranurl": true,
"_releases": [
{
"version": "0.7",
"date": "2017-03-22"
},
{
"version": "0.8.1",
"date": "2017-05-26"
},
{
"version": "0.9",
"date": "2017-06-25"
},
{
"version": "1.3",
"date": "2017-07-27"
},
{
"version": "1.3.1",
"date": "2017-08-26"
},
{
"version": "1.4",
"date": "2017-09-27"
},
{
"version": "1.4.1",
"date": "2017-11-16"
},
{
"version": "1.4.2",
"date": "2017-12-17"
},
{
"version": "1.4.3",
"date": "2017-12-18"
},
{
"version": "1.5",
"date": "2018-01-17"
},
{
"version": "1.8",
"date": "2018-06-14"
},
{
"version": "1.9",
"date": "2018-08-07"
},
{
"version": "1.10",
"date": "2018-11-19"
},
{
"version": "1.13.1",
"date": "2019-04-08"
},
{
"version": "1.14.0",
"date": "2019-08-01"
},
{
"version": "2.0.0",
"date": "2019-10-02"
},
{
"version": "2.2.0",
"date": "2020-05-11"
},
{
"version": "2.4.0",
"date": "2021-03-24"
},
{
"version": "2.5.0",
"date": "2021-06-10"
},
{
"version": "2.6.0",
"date": "2021-08-19"
},
{
"version": "2.7.0",
"date": "2021-11-09"
},
{
"version": "2.8.0",
"date": "2022-02-09"
},
{
"version": "2.9.0",
"date": "2022-05-21"
},
{
"version": "2.11.0",
"date": "2022-12-19"
},
{
"version": "2.13.0",
"date": "2023-08-15"
},
{
"version": "2.14.0",
"date": "2023-09-28"
},
{
"version": "2.15.0",
"date": "2024-01-31"
},
{
"version": "2.16.0",
"date": "2024-04-15"
},
{
"version": "2.20.0",
"date": "2025-08-22"
}
],
"_exports": [
"%as%",
"all_dims",
"array_reshape",
"as_tensor",
"dict",
"evaluate",
"export_savedmodel",
"flag_boolean",
"flag_integer",
"flag_numeric",
"flag_string",
"flags",
"import",
"install_tensorflow",
"iterate",
"np_array",
"parse_arguments",
"parse_flags",
"py_require",
"py_require_tensorflow",
"run_dir",
"set_random_seed",
"shape",
"tensorboard",
"tf",
"tf_config",
"tf_extract_opts",
"tf_function",
"tf_gpu_configured",
"tf_probability",
"tf_version",
"train",
"train_and_evaluate",
"tuple",
"use_compat",
"use_condaenv",
"use_python",
"use_session_with_seed",
"use_virtualenv",
"view_savedmodel"
],
"_help": [
{
"page": "sub-.tensorflow.tensor",
"title": "Subset tensors with '['",
"topics": [
"[.tensorflow.tensor"
]
},
{
"page": "all_dims",
"title": "All dims",
"topics": [
"all_dims"
]
},
{
"page": "as_tensor",
"title": "as_tensor",
"topics": [
"as_tensor",
"as_tensor.default",
"as_tensor.double"
]
},
{
"page": "evaluate",
"title": "Evaluate a Model",
"topics": [
"evaluate"
]
},
{
"page": "install_tensorflow",
"title": "Declare TensorFlow requirements or install TensorFlow",
"topics": [
"install_tensorflow",
"py_require_tensorflow"
]
},
{
"page": "parse_arguments",
"title": "Parse Command Line Arguments",
"topics": [
"parse_arguments"
]
},
{
"page": "parse_flags",
"title": "Parse Configuration Flags for a TensorFlow Application",
"topics": [
"parse_flags"
]
},
{
"page": "set_random_seed",
"title": "Set random seed for TensorFlow",
"topics": [
"set_random_seed"
]
},
{
"page": "shape",
"title": "Create a 'tf.TensorShape' object",
"topics": [
"shape"
]
},
{
"page": "tensorboard",
"title": "TensorBoard Visualization Tool",
"topics": [
"tensorboard"
]
},
{
"page": "tensorflow",
"title": "TensorFlow for R",
"topics": [
"tensorflow-package",
"tensorflow"
]
},
{
"page": "tf",
"title": "Main TensorFlow module",
"topics": [
"tf"
]
},
{
"page": "tf_extract_opts",
"title": "Tensor extract options",
"topics": [
"tf_extract_opts"
]
},
{
"page": "tf_function",
"title": "Creates a callable TensorFlow graph from an R function.",
"topics": [
"tf_function"
]
},
{
"page": "tf_probability",
"title": "TensorFlow Probability Module",
"topics": [
"tf_probability"
]
},
{
"page": "use_compat",
"title": "Use Compatibility",
"topics": [
"use_compat"
]
},
{
"page": "use_session_with_seed",
"title": "Use a session with a random seed",
"topics": [
"use_session_with_seed"
]
},
{
"page": "view_savedmodel",
"title": "View a Saved Model",
"topics": [
"view_savedmodel"
]
}
],
"_readme": "https://github.com/rstudio/tensorflow/raw/HEAD/README.md",
"_rundeps": [
"backports",
"base64enc",
"cli",
"config",
"glue",
"here",
"jsonlite",
"lattice",
"lifecycle",
"magrittr",
"Matrix",
"png",
"processx",
"ps",
"R6",
"rappdirs",
"Rcpp",
"RcppTOML",
"reticulate",
"rlang",
"rprojroot",
"rstudioapi",
"tfautograph",
"tfruns",
"tidyselect",
"vctrs",
"whisker",
"withr",
"yaml"
],
"_score": 14.674089541452718,
"_indexed": true,
"_nocasepkg": "tensorflow",
"_universes": [
"rstudio",
"t-kalinowski"
],
"_binaries": [
{
"r": "4.7.0",
"os": "linux",
"version": "2.20.0.9000",
"date": "2026-07-12T05:29:41.000Z",
"distro": "resolute",
"commit": "fed1fe79742d9a979884b07f69c126b91a93050b",
"fileid": "https://r2.ropensci.org/fec6c0554da392d9d2b13e2a69816a0c89c4bd3561edba229b12df36d109e4da",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/rstudio/actions/runs/29181115184"
},
{
"r": "4.6.1",
"os": "linux",
"version": "2.20.0.9000",
"date": "2026-07-12T05:29:34.000Z",
"distro": "resolute",
"commit": "fed1fe79742d9a979884b07f69c126b91a93050b",
"fileid": "https://r2.ropensci.org/9193c7b3681221d099a5c7934faf460e17bd11172e54f0635fd9b127ea611f29",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/rstudio/actions/runs/29181115184"
},
{
"r": "4.5.3",
"os": "mac",
"version": "2.20.0.9000",
"date": "2026-07-12T05:29:04.000Z",
"commit": "fed1fe79742d9a979884b07f69c126b91a93050b",
"fileid": "https://r2.ropensci.org/2df6dc4388b254cc191047a49cf733b52db66e3b8796db66305762d2316d338f",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/rstudio/actions/runs/29181115184"
},
{
"r": "4.6.1",
"os": "mac",
"version": "2.20.0.9000",
"date": "2026-07-12T05:29:34.000Z",
"commit": "fed1fe79742d9a979884b07f69c126b91a93050b",
"fileid": "https://r2.ropensci.org/184e2865734fc094ef43077ef6b40ea0b9e11f961d11994f0bdd3d50b9fd0315",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/rstudio/actions/runs/29181115184"
},
{
"r": "4.6.0",
"os": "wasm",
"version": "2.20.0.9000",
"date": "2026-07-12T05:29:30.000Z",
"commit": "fed1fe79742d9a979884b07f69c126b91a93050b",
"fileid": "https://r2.ropensci.org/18ae0a61afddd834d8b559901f274d58afcd65da9417feb7fbd374e901fe4b56",
"status": "success",
"buildurl": "https://github.com/r-universe/rstudio/actions/runs/29181115184"
},
{
"r": "4.7.0",
"os": "win",
"version": "2.20.0.9000",
"date": "2026-07-12T05:28:27.000Z",
"commit": "fed1fe79742d9a979884b07f69c126b91a93050b",
"fileid": "https://r2.ropensci.org/ab05c7fb3c91334d504d10f90c7e04e154c21d7318748bf225e032a80de3365e",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/rstudio/actions/runs/29181115184"
},
{
"r": "4.5.3",
"os": "win",
"version": "2.20.0.9000",
"date": "2026-07-12T05:28:35.000Z",
"commit": "fed1fe79742d9a979884b07f69c126b91a93050b",
"fileid": "https://r2.ropensci.org/6bc7cb45e3bb5f58ac0f72896dafd0195d46b8515fd64126d038cd8d1b8a2447",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/rstudio/actions/runs/29181115184"
},
{
"r": "4.6.1",
"os": "win",
"version": "2.20.0.9000",
"date": "2026-07-12T05:28:29.000Z",
"commit": "fed1fe79742d9a979884b07f69c126b91a93050b",
"fileid": "https://r2.ropensci.org/7b9db47d8cbb8bae3c432e57e460d02cf02cdf8e47c91ed8770d222adb1c5af3",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/rstudio/actions/runs/29181115184"
}
]
}