[](https://badge.fury.io/py/tensorflow)
[](https://badge.fury.io/py/tensorflow)
TensorFlow is an open source software library for high performance numerical
computation. Its flexible architecture allows easy deployment of computation
across a variety of platforms (CPUs, GPUs, TPUs), and from desktops to clusters
of servers to mobile and edge devices.
Originally developed by researchers and engineers from the Google Brain team
within Google's AI organization, it comes with strong support for machine
learning and deep learning and the flexible numerical computation core is used
across many other scientific domains. TensorFlow is licensed under [Apache
2.0](https://github.com/tensorflow/tensorflow/blob/master/LICENSE).
            
         
        Raw data
        
            {
    "_id": null,
    "home_page": "https://www.tensorflow.org/",
    "name": "tf-nightly",
    "maintainer": null,
    "docs_url": null,
    "requires_python": ">=3.9",
    "maintainer_email": null,
    "keywords": "tensorflow tensor machine learning",
    "author": "Google Inc.",
    "author_email": "packages@tensorflow.org",
    "download_url": "https://github.com/tensorflow/tensorflow/tags",
    "platform": null,
    "description": "[](https://badge.fury.io/py/tensorflow)\n[](https://badge.fury.io/py/tensorflow)\n\nTensorFlow is an open source software library for high performance numerical\ncomputation. Its flexible architecture allows easy deployment of computation\nacross a variety of platforms (CPUs, GPUs, TPUs), and from desktops to clusters\nof servers to mobile and edge devices.\n\nOriginally developed by researchers and engineers from the Google Brain team\nwithin Google's AI organization, it comes with strong support for machine\nlearning and deep learning and the flexible numerical computation core is used\nacross many other scientific domains. TensorFlow is licensed under [Apache\n2.0](https://github.com/tensorflow/tensorflow/blob/master/LICENSE).\n",
    "bugtrack_url": null,
    "license": "Apache 2.0",
    "summary": "TensorFlow is an open source machine learning framework for everyone.",
    "version": "2.21.0.dev20251101",
    "project_urls": {
        "Download": "https://github.com/tensorflow/tensorflow/tags",
        "Homepage": "https://www.tensorflow.org/"
    },
    "split_keywords": [
        "tensorflow",
        "tensor",
        "machine",
        "learning"
    ],
    "urls": [
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "47b37e29385f75077534eb71aab4746d7bdf7459c963fb9447762d83e7d9fe23",
                "md5": "7c0144cbf96facfd78db6db6635c29a5",
                "sha256": "9126737e543cf1d3653be655fc2ddabe6d25149e11e37b47caf3a65bc9d23736"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp310-cp310-macosx_12_0_arm64.whl",
            "has_sig": false,
            "md5_digest": "7c0144cbf96facfd78db6db6635c29a5",
            "packagetype": "bdist_wheel",
            "python_version": "cp310",
            "requires_python": ">=3.9",
            "size": 218496120,
            "upload_time": "2025-11-01T16:14:15",
            "upload_time_iso_8601": "2025-11-01T16:14:15.673070Z",
            "url": "https://files.pythonhosted.org/packages/47/b3/7e29385f75077534eb71aab4746d7bdf7459c963fb9447762d83e7d9fe23/tf_nightly-2.21.0.dev20251101-cp310-cp310-macosx_12_0_arm64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "1f453a500af177daa298a0bb60c923c13a3bbb727cfcb41d737b215375bd0738",
                "md5": "04efc48b6b50d4b926d02390e2b0fa4b",
                "sha256": "559a6c644f8a74a1f27c1d156a1f9e3bcbd6ebf607ad78cf5586608fee910a88"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl",
            "has_sig": false,
            "md5_digest": "04efc48b6b50d4b926d02390e2b0fa4b",
            "packagetype": "bdist_wheel",
            "python_version": "cp310",
            "requires_python": ">=3.9",
            "size": 282433486,
            "upload_time": "2025-11-01T16:14:24",
            "upload_time_iso_8601": "2025-11-01T16:14:24.131481Z",
            "url": "https://files.pythonhosted.org/packages/1f/45/3a500af177daa298a0bb60c923c13a3bbb727cfcb41d737b215375bd0738/tf_nightly-2.21.0.dev20251101-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "889bc7113dda4d824a362a5b21ac2228b437e84cc8723f8e837726c2047d8366",
                "md5": "83d43c419652aa9447cc7f96dade4c75",
                "sha256": "2db391baee530fb37842211256e5ce761328b589b31fab1412e7e6f196369bd2"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp310-cp310-manylinux_2_27_x86_64.whl",
            "has_sig": false,
            "md5_digest": "83d43c419652aa9447cc7f96dade4c75",
            "packagetype": "bdist_wheel",
            "python_version": "cp310",
            "requires_python": ">=3.9",
            "size": 564103100,
            "upload_time": "2025-11-01T16:14:36",
            "upload_time_iso_8601": "2025-11-01T16:14:36.934447Z",
            "url": "https://files.pythonhosted.org/packages/88/9b/c7113dda4d824a362a5b21ac2228b437e84cc8723f8e837726c2047d8366/tf_nightly-2.21.0.dev20251101-cp310-cp310-manylinux_2_27_x86_64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "3fd61d578eb225204c6e84cda03d1dbd8a8478332421202051a4ac2891c32d23",
                "md5": "dcd9719f7fe81e7073831b22ab7d1eea",
                "sha256": "c94d926bf42364d0276e313cd6c3acf657b79eb8e5cef728e5eb8ea1619ac443"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp310-cp310-win_amd64.whl",
            "has_sig": false,
            "md5_digest": "dcd9719f7fe81e7073831b22ab7d1eea",
            "packagetype": "bdist_wheel",
            "python_version": "cp310",
            "requires_python": ">=3.9",
            "size": 345645420,
            "upload_time": "2025-11-01T16:14:51",
            "upload_time_iso_8601": "2025-11-01T16:14:51.626875Z",
            "url": "https://files.pythonhosted.org/packages/3f/d6/1d578eb225204c6e84cda03d1dbd8a8478332421202051a4ac2891c32d23/tf_nightly-2.21.0.dev20251101-cp310-cp310-win_amd64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "76a9e6b9e8fc501f434ff9f089a6dfc434c64adbfa693b3ce5ccc6e8ec15ac63",
                "md5": "7212065380eeffd0c29c3ecb9e75c5fb",
                "sha256": "066fcceee06523d5d7081d882e3f1d4c75b7519391f90527a1317b1d4eeaf71c"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp311-cp311-macosx_12_0_arm64.whl",
            "has_sig": false,
            "md5_digest": "7212065380eeffd0c29c3ecb9e75c5fb",
            "packagetype": "bdist_wheel",
            "python_version": "cp311",
            "requires_python": ">=3.9",
            "size": 218665509,
            "upload_time": "2025-11-01T16:15:00",
            "upload_time_iso_8601": "2025-11-01T16:15:00.781347Z",
            "url": "https://files.pythonhosted.org/packages/76/a9/e6b9e8fc501f434ff9f089a6dfc434c64adbfa693b3ce5ccc6e8ec15ac63/tf_nightly-2.21.0.dev20251101-cp311-cp311-macosx_12_0_arm64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "9dc066b892989da68cff759511af4f8a2d15b151d8f505ab1c241d386fdc3dc4",
                "md5": "435cf131ad6a8af20101ac2da7cc6e5b",
                "sha256": "c0177b37823fb28a9743e67a93756704ea42407faa3acc3f9e1a187e2e51bcdd"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl",
            "has_sig": false,
            "md5_digest": "435cf131ad6a8af20101ac2da7cc6e5b",
            "packagetype": "bdist_wheel",
            "python_version": "cp311",
            "requires_python": ">=3.9",
            "size": 282639071,
            "upload_time": "2025-11-01T16:15:08",
            "upload_time_iso_8601": "2025-11-01T16:15:08.599961Z",
            "url": "https://files.pythonhosted.org/packages/9d/c0/66b892989da68cff759511af4f8a2d15b151d8f505ab1c241d386fdc3dc4/tf_nightly-2.21.0.dev20251101-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "da7550e564ef56212710bfa90c2f27bc7d7a66c3c725d730e01d2efc1c55cf0b",
                "md5": "7d1a1cc8c9025e060247b969a1e14b3e",
                "sha256": "d70ba33ccabb9a8bc61412ba1abb6b3a7d2069769fb00f59b7af08981a1e6bfa"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp311-cp311-manylinux_2_27_x86_64.whl",
            "has_sig": false,
            "md5_digest": "7d1a1cc8c9025e060247b969a1e14b3e",
            "packagetype": "bdist_wheel",
            "python_version": "cp311",
            "requires_python": ">=3.9",
            "size": 564332011,
            "upload_time": "2025-11-01T16:15:22",
            "upload_time_iso_8601": "2025-11-01T16:15:22.998180Z",
            "url": "https://files.pythonhosted.org/packages/da/75/50e564ef56212710bfa90c2f27bc7d7a66c3c725d730e01d2efc1c55cf0b/tf_nightly-2.21.0.dev20251101-cp311-cp311-manylinux_2_27_x86_64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "89212c5796259a4252b47ab133eecda6d787fd7814ea40b952d1ddb20be8f51a",
                "md5": "74b76502fa220f3f428d11cc80f6babe",
                "sha256": "9e5b51e91e13e13e925e1b41db6c0d30b3de8ec7e04ec4e236082af87db80fdb"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp311-cp311-win_amd64.whl",
            "has_sig": false,
            "md5_digest": "74b76502fa220f3f428d11cc80f6babe",
            "packagetype": "bdist_wheel",
            "python_version": "cp311",
            "requires_python": ">=3.9",
            "size": 345871674,
            "upload_time": "2025-11-01T16:15:36",
            "upload_time_iso_8601": "2025-11-01T16:15:36.569112Z",
            "url": "https://files.pythonhosted.org/packages/89/21/2c5796259a4252b47ab133eecda6d787fd7814ea40b952d1ddb20be8f51a/tf_nightly-2.21.0.dev20251101-cp311-cp311-win_amd64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "d90a84b0b02f188093237ee0cfe15ef03084f5e71badb848f7e3f1ffa559e90f",
                "md5": "b94ad75f024cfb8e4de9a0d6543e3ef7",
                "sha256": "ccebb977b8c6a9d2cb137adca371ae5f51dbf5ff4f7f5cbfd4ca58600deea353"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp312-cp312-macosx_12_0_arm64.whl",
            "has_sig": false,
            "md5_digest": "b94ad75f024cfb8e4de9a0d6543e3ef7",
            "packagetype": "bdist_wheel",
            "python_version": "cp312",
            "requires_python": ">=3.9",
            "size": 218769453,
            "upload_time": "2025-11-01T16:15:45",
            "upload_time_iso_8601": "2025-11-01T16:15:45.681166Z",
            "url": "https://files.pythonhosted.org/packages/d9/0a/84b0b02f188093237ee0cfe15ef03084f5e71badb848f7e3f1ffa559e90f/tf_nightly-2.21.0.dev20251101-cp312-cp312-macosx_12_0_arm64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "52c2e7f86ab20c724f497c820ffe5e562749edd3972a7fcd400f93963d4049a5",
                "md5": "d38679ff88868b26f26781aa1285cec2",
                "sha256": "0d2052266829706f0abb1edc02015c1535415f1be57dbfc652e1713496cf1918"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl",
            "has_sig": false,
            "md5_digest": "d38679ff88868b26f26781aa1285cec2",
            "packagetype": "bdist_wheel",
            "python_version": "cp312",
            "requires_python": ">=3.9",
            "size": 282766797,
            "upload_time": "2025-11-01T16:15:54",
            "upload_time_iso_8601": "2025-11-01T16:15:54.013960Z",
            "url": "https://files.pythonhosted.org/packages/52/c2/e7f86ab20c724f497c820ffe5e562749edd3972a7fcd400f93963d4049a5/tf_nightly-2.21.0.dev20251101-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "81d8d580f065c87666d62037e32b7cb1d767419ac466bb87a6a0005f730089d9",
                "md5": "a45ea4536a93e468f427bf4f1b7e80d0",
                "sha256": "334dd204bb3aae32d20b2741def79ffc64d7899f78c55b4a7ea685a7c2211147"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp312-cp312-manylinux_2_27_x86_64.whl",
            "has_sig": false,
            "md5_digest": "a45ea4536a93e468f427bf4f1b7e80d0",
            "packagetype": "bdist_wheel",
            "python_version": "cp312",
            "requires_python": ">=3.9",
            "size": 564502465,
            "upload_time": "2025-11-01T16:16:07",
            "upload_time_iso_8601": "2025-11-01T16:16:07.455766Z",
            "url": "https://files.pythonhosted.org/packages/81/d8/d580f065c87666d62037e32b7cb1d767419ac466bb87a6a0005f730089d9/tf_nightly-2.21.0.dev20251101-cp312-cp312-manylinux_2_27_x86_64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "2f163847be109beed165fb5ff2e97430dbab36abdf250010b8a9dd1cc60c1311",
                "md5": "fc9f61410f414044a8f6bfad47d20cf8",
                "sha256": "a6f75a54a042b914a9b6045ab46b1e7f358ffe670e33836f037f49508933e77a"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp312-cp312-win_amd64.whl",
            "has_sig": false,
            "md5_digest": "fc9f61410f414044a8f6bfad47d20cf8",
            "packagetype": "bdist_wheel",
            "python_version": "cp312",
            "requires_python": ">=3.9",
            "size": 345979989,
            "upload_time": "2025-11-01T16:16:23",
            "upload_time_iso_8601": "2025-11-01T16:16:23.591682Z",
            "url": "https://files.pythonhosted.org/packages/2f/16/3847be109beed165fb5ff2e97430dbab36abdf250010b8a9dd1cc60c1311/tf_nightly-2.21.0.dev20251101-cp312-cp312-win_amd64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "fe1d9e3611511eeba5e1e9e4164798a83e201ef6026e5a0d8641bb7291755b23",
                "md5": "e067191439b5b062a442f4d3e00ea884",
                "sha256": "18b680e36599dd4128abb4d29a763bc0903b26063c38d946ad0ca03dc1a24ab5"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp313-cp313-macosx_12_0_arm64.whl",
            "has_sig": false,
            "md5_digest": "e067191439b5b062a442f4d3e00ea884",
            "packagetype": "bdist_wheel",
            "python_version": "cp313",
            "requires_python": ">=3.9",
            "size": 219022431,
            "upload_time": "2025-11-01T16:16:32",
            "upload_time_iso_8601": "2025-11-01T16:16:32.432092Z",
            "url": "https://files.pythonhosted.org/packages/fe/1d/9e3611511eeba5e1e9e4164798a83e201ef6026e5a0d8641bb7291755b23/tf_nightly-2.21.0.dev20251101-cp313-cp313-macosx_12_0_arm64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "8e5d46fe5df6155e69fc998dd049f06666afc172489b83e0dcd02666d6708849",
                "md5": "ac6f2f87eb8ed13a1e0a08fc0138d71e",
                "sha256": "1b5c11990897ec0ee1b52f8d399234f8be10662fe416e0b374fde748284bb765"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl",
            "has_sig": false,
            "md5_digest": "ac6f2f87eb8ed13a1e0a08fc0138d71e",
            "packagetype": "bdist_wheel",
            "python_version": "cp313",
            "requires_python": ">=3.9",
            "size": 283029579,
            "upload_time": "2025-11-01T16:16:40",
            "upload_time_iso_8601": "2025-11-01T16:16:40.063141Z",
            "url": "https://files.pythonhosted.org/packages/8e/5d/46fe5df6155e69fc998dd049f06666afc172489b83e0dcd02666d6708849/tf_nightly-2.21.0.dev20251101-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "0e96978f720038e1579db9de6848cfa6f0f0277ba2f6e9160af1e5b8d14a2af1",
                "md5": "8d5e7709b98d72945725bb866f5fcf4c",
                "sha256": "23879b34d9b6b5fa6f6bf2f55e0aeb16fed85c5a72d1fd33b350c32bdc342519"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp313-cp313-manylinux_2_27_x86_64.whl",
            "has_sig": false,
            "md5_digest": "8d5e7709b98d72945725bb866f5fcf4c",
            "packagetype": "bdist_wheel",
            "python_version": "cp313",
            "requires_python": ">=3.9",
            "size": 564769377,
            "upload_time": "2025-11-01T16:16:53",
            "upload_time_iso_8601": "2025-11-01T16:16:53.430669Z",
            "url": "https://files.pythonhosted.org/packages/0e/96/978f720038e1579db9de6848cfa6f0f0277ba2f6e9160af1e5b8d14a2af1/tf_nightly-2.21.0.dev20251101-cp313-cp313-manylinux_2_27_x86_64.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "e4e48826721851feb3a7ff4c8c8987674c0119da036baaddb73ceac7d6ab895b",
                "md5": "d702d8121b67026ee680e73966c886ae",
                "sha256": "6230fabe8a72d90b398273139441bc30cc6193a6adc606d0a38502b49c62d0af"
            },
            "downloads": -1,
            "filename": "tf_nightly-2.21.0.dev20251101-cp313-cp313-win_amd64.whl",
            "has_sig": false,
            "md5_digest": "d702d8121b67026ee680e73966c886ae",
            "packagetype": "bdist_wheel",
            "python_version": "cp313",
            "requires_python": ">=3.9",
            "size": 346237916,
            "upload_time": "2025-11-01T16:17:08",
            "upload_time_iso_8601": "2025-11-01T16:17:08.338520Z",
            "url": "https://files.pythonhosted.org/packages/e4/e4/8826721851feb3a7ff4c8c8987674c0119da036baaddb73ceac7d6ab895b/tf_nightly-2.21.0.dev20251101-cp313-cp313-win_amd64.whl",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2025-11-01 16:14:15",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "github_user": "tensorflow",
    "github_project": "tensorflow",
    "travis_ci": false,
    "coveralls": false,
    "github_actions": true,
    "lcname": "tf-nightly"
}