{
    "info": {
        "author": "Google LLC",
        "author_email": "packages@tensorflow.org",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "Intended Audience :: Education",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: Apache Software License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: 3.8",
            "Topic :: Scientific/Engineering",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Scientific/Engineering :: Mathematics",
            "Topic :: Software Development",
            "Topic :: Software Development :: Libraries",
            "Topic :: Software Development :: Libraries :: Python Modules"
        ],
        "description": "# Evaluating Models with the Fairness Indicators Dashboard [Beta]\n\n![Fairness Indicators](https://raw.githubusercontent.com/tensorflow/tensorboard/master/docs/images/fairness-indicators.png)\n\nFairness Indicators for TensorBoard enables easy computation of\ncommonly-identified fairness metrics for _binary_ and _multiclass_ classifiers.\nWith the plugin, you can visualize fairness evaluations for your runs and easily\ncompare performance across groups.\n\nIn particular, Fairness Indicators for TensorBoard allows you to evaluate and\nvisualize model performance, sliced across defined groups of users. Feel\nconfident about your results with confidence intervals and evaluations at\nmultiple thresholds.\n\nMany existing tools for evaluating fairness concerns don\u2019t work well on large\nscale datasets and models. At Google, it is important for us to have tools that\ncan work on billion-user systems. Fairness Indicators will allow you to evaluate\nacross any size of use case, in the TensorBoard environment or in\n[Colab](https://github.com/tensorflow/fairness-indicators/blob/master/g3doc/tutorials/).\n\n## Requirements\n\nTo install Fairness Indicators for TensorBoard, run:\n\n```\npython3 -m virtualenv ~/tensorboard_demo\nsource ~/tensorboard_demo/bin/activate\npip install --upgrade pip\npip install fairness_indicators\npip install tensorboard-plugin-fairness-indicators\n```\n### Nightly Packages\n\nTensorboard Plugin also hosts nightly packages at\nhttps://pypi-nightly.tensorflow.org on Google Cloud. To install the latest\nnightly package, please use the following command:\n\n```bash\npip install -i https://pypi-nightly.tensorflow.org/simple tensorboard-plugin-fairness-indicators\n```\n\nThis will install the nightly packages for the major dependencies of Tensorboard\nPlugin such as TensorFlow Model Analysis (TFMA).\n\n## Demo Colab\n\n[Fairness_Indicators_TensorBoard_Plugin_Example_Colab.ipynb](https://github.com/tensorflow/fairness-indicators/blob/master/g3doc/tutorials/Fairness_Indicators_TensorBoard_Plugin_Example_Colab.ipynb)\ncontains an end-to-end demo to train and evaluate a model and visualize fairness evaluation\nresults in TensorBoard.\n\n## Usage\n\nTo use the Fairness Indicators with your own data and evaluations:\n\n1.  Train a new model and evaluate using\n    `tensorflow_model_analysis.run_model_analysis` or\n    `tensorflow_model_analysis.ExtractEvaluateAndWriteResult` API in\n    [model_eval_lib](https://github.com/tensorflow/model-analysis/blob/master/tensorflow_model_analysis/api/model_eval_lib.py).\n    For code snippets on how to do this, see the Fairness Indicators colab\n    [here](https://github.com/tensorflow/fairness-indicators).\n\n2.  Write a summary data file using [`demo.py`](https://github.com/tensorflow/fairness-indicators/blob/master/tensorboard_plugin/tensorboard_plugin_fairness_indicators/demo.py), which will be read\n    by TensorBoard to render the Fairness Indicators dashboard (See the\n    [TensorBoard tutorial](https://github.com/tensorflow/tensorboard/blob/master/README.md)\n    for more information on summary data files).\n\n    Flags to be used with the `demo.py` utility:\n\n    -   `--logdir`: Directory where TensorBoard will write the summary\n    -   `--eval_result_output_dir`: Directory containing evaluation results\n        evaluated by TFMA\n\n    ```\n    python demo.py --logdir=<logdir> --eval_result_output_dir=<eval_result_dir>`\n    ```\n\n    Or you can also use `tensorboard_plugin_fairness_indicators.summary_v2` API to write the summary file.\n\n    ```\n    writer = tf.summary.create_file_writer(<logdir>)\n    with writer.as_default():\n        summary_v2.FairnessIndicators(<eval_result_dir>, step=1)\n    writer.close()\n    ```\n\n3.  Run TensorBoard\n\n    Note: This will start a local instance. After the local instance is started, a link\n    will be displayed to the terminal. Open the link in your browser to view the\n    Fairness Indicators dashboard.\n\n    -   `tensorboard --logdir=<logdir>`\n    -   Select the new evaluation run using the drop-down on the left side of\n        the dashboard to visualize results.\n\n## Compatible versions\n\nThe following table shows the  package versions that are\ncompatible with each other. This is determined by our testing framework, but\nother *untested* combinations may also work.\n\n|tensorboard-pluginn                                                                                          | tensorflow    | tensorflow-model-analysis |\n|-------------------------------------------------------------------------------------------------------------|---------------|---------------------------|\n|[GitHub master](https://github.com/tensorflow/fairness-indicators/blob/master/tensorboard_plugin/README.md)  | nightly (2.x) | 0.38.0                    |\n|[v0.38.0](https://github.com/tensorflow/fairness-indicators/blob/v0.38.0/tensorboard_plugin/README.md)       | 2.8.0         | 0.38.0                    |\n|[v0.37.0](https://github.com/tensorflow/fairness-indicators/blob/v0.37.0/tensorboard_plugin/README.md)       | 2.7.0         | 0.37.0                    |\n|[v0.36.0](https://github.com/tensorflow/fairness-indicators/blob/v0.36.0/tensorboard_plugin/README.md)       | 2.7.0         | 0.36.0                    |\n|[v0.35.0](https://github.com/tensorflow/fairness-indicators/blob/v0.35.0/tensorboard_plugin/README.md)       | 2.6.0         | 0.35.0                    |\n|[v0.34.0](https://github.com/tensorflow/fairness-indicators/blob/v0.34.0/tensorboard_plugin/README.md)       | 2.6.0         | 0.34.0                    |\n|[v0.33.0](https://github.com/tensorflow/fairness-indicators/blob/v0.33.0/tensorboard_plugin/README.md)       | 2.5.0         | 0.33.0                    |\n|[v0.30.0](https://github.com/tensorflow/fairness-indicators/blob/v0.30.0/tensorboard_plugin/README.md)       | 2.4.0         | 0.30.0                    |\n|[v0.29.0](https://github.com/tensorflow/fairness-indicators/blob/v0.29.0/tensorboard_plugin/README.md)       | 2.4.0         | 0.29.0                    |\n|[v0.28.0](https://github.com/tensorflow/fairness-indicators/blob/v0.28.0/tensorboard_plugin/README.md)       | 2.4.0         | 0.28.0                    |\n|[v0.27.0](https://github.com/tensorflow/fairness-indicators/blob/v0.27.0/tensorboard_plugin/README.md)       | 2.4.0         | 0.27.0                    |\n|[v0.26.0](https://github.com/tensorflow/fairness-indicators/blob/v0.26.0/tensorboard_plugin/README.md)       | 2.3.0         | 0.26.0                    |\n|[v0.25.0](https://github.com/tensorflow/fairness-indicators/blob/v0.25.0/tensorboard_plugin/README.md)       | 2.3.0         | 0.25.0                    |\n|[v0.24.0](https://github.com/tensorflow/fairness-indicators/blob/v0.24.0/tensorboard_plugin/README.md)       | 2.3.0         | 0.24.0                    |\n|[v0.23.0](https://github.com/tensorflow/fairness-indicators/blob/v0.23.0/tensorboard_plugin/README.md)       | 2.3.0         | 0.23.0                    |\n\n\n",
        "description_content_type": "text/markdown",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/tensorflow/fairness-indicators",
        "keywords": "tensorflow model analysis fairness indicators tensorboard machine learning",
        "license": "Apache 2.0",
        "maintainer": "",
        "maintainer_email": "",
        "name": "tensorboard-plugin-fairness-indicators",
        "package_url": "https://pypi.org/project/tensorboard-plugin-fairness-indicators/",
        "platform": null,
        "project_url": "https://pypi.org/project/tensorboard-plugin-fairness-indicators/",
        "project_urls": {
            "Homepage": "https://github.com/tensorflow/fairness-indicators"
        },
        "release_url": "https://pypi.org/project/tensorboard-plugin-fairness-indicators/0.38.0/",
        "requires_dist": [
            "protobuf (<4,>=3.13)",
            "tensorboard (<3,>=2.8.0)",
            "tensorflow (<3,>=2.8.0)",
            "tensorflow-model-analysis (<0.39,>=0.38)"
        ],
        "requires_python": ">=3.7,<3.9",
        "summary": "Fairness Indicators TensorBoard Plugin",
        "version": "0.38.0",
        "yanked": false,
        "yanked_reason": null
    },
    "last_serial": 13105491,
    "releases": {
        "0.0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "686170d8f8a884c6115ac8c2434b4ae7",
                    "sha256": "da40dbfdf53a9f7e4280338c2e0605b6f1bcee0b11454c7ce5dc014fe93cd894"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.0.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "686170d8f8a884c6115ac8c2434b4ae7",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">= 2.7, != 3.0.*, != 3.1.*",
                "size": 302814,
                "upload_time": "2019-10-23T03:38:07",
                "upload_time_iso_8601": "2019-10-23T03:38:07.292410Z",
                "url": "https://files.pythonhosted.org/packages/b6/bf/4d2fca415eb9ce59254bf35641c377f4bdd7a526a21ad6611515f6473d77/tensorboard_plugin_fairness_indicators-0.0.1-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "359050103ab98bbede8986b07a59261f",
                    "sha256": "10d6f3bb6e4ea70127175122270fb3f0483bcfc7011d4e5b72b9ac05383cf523"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.0.1.tar.gz",
                "has_sig": false,
                "md5_digest": "359050103ab98bbede8986b07a59261f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">= 2.7, != 3.0.*, != 3.1.*",
                "size": 291935,
                "upload_time": "2019-10-23T03:38:10",
                "upload_time_iso_8601": "2019-10-23T03:38:10.237737Z",
                "url": "https://files.pythonhosted.org/packages/a6/7e/9f4cfd5abbb710d7ac4d7c9c82678b4826e8ebe6f7bd0711516a33ed1806/tensorboard_plugin_fairness_indicators-0.0.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7b80853bb0d1507a42d1600703019d96",
                    "sha256": "64581429844215ceab6a399a8c7d360afdf7b6334371cf46b601841cba7570af"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.0.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "7b80853bb0d1507a42d1600703019d96",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">= 2.7, != 3.0.*, != 3.1.*",
                "size": 304445,
                "upload_time": "2019-10-29T18:10:35",
                "upload_time_iso_8601": "2019-10-29T18:10:35.538502Z",
                "url": "https://files.pythonhosted.org/packages/7a/d7/4a3f8550635173abed226fe4c214399b56b5676d653e041acedec6a5700f/tensorboard_plugin_fairness_indicators-0.0.2-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "3d7e2723804aa24805160b0b3194a453",
                    "sha256": "8760914733660f41c1ad0ea7976ea9267462ac0c460961763c50b8754a70c88f"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "3d7e2723804aa24805160b0b3194a453",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">= 2.7, != 3.0.*, != 3.1.*",
                "size": 295193,
                "upload_time": "2019-10-29T18:10:37",
                "upload_time_iso_8601": "2019-10-29T18:10:37.733930Z",
                "url": "https://files.pythonhosted.org/packages/f5/e1/e9a93d9e8ed0f5db0f088c6cc5358e4789003f43b80d123b86304c33df79/tensorboard_plugin_fairness_indicators-0.0.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.0.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "5936c9094910e654fc163bf3b7508340",
                    "sha256": "09c0bcecb99d8da54e886200591d817fb3f0e06992f5f1c00a1cc5f84b161205"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.0.3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "5936c9094910e654fc163bf3b7508340",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">= 2.7, != 3.0.*, != 3.1.*",
                "size": 305791,
                "upload_time": "2020-02-02T04:03:20",
                "upload_time_iso_8601": "2020-02-02T04:03:20.329887Z",
                "url": "https://files.pythonhosted.org/packages/fe/77/8debc3dd02a8915106acf39c1bd6acef9cb3640b1ecc874a257ade0237ec/tensorboard_plugin_fairness_indicators-0.0.3-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "d4f707dd8881c2a5cbc2351e29287863",
                    "sha256": "c36a8cc3c4fb517747bdbb1b43a281f04ecdcc708e334f74729e1686f6d66bc5"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.0.3.tar.gz",
                "has_sig": false,
                "md5_digest": "d4f707dd8881c2a5cbc2351e29287863",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">= 2.7, != 3.0.*, != 3.1.*",
                "size": 300483,
                "upload_time": "2020-02-02T04:03:21",
                "upload_time_iso_8601": "2020-02-02T04:03:21.907473Z",
                "url": "https://files.pythonhosted.org/packages/14/d8/cdc5060c98da8b850aff4064dd48412406f6d86485bc66b0b9f46cbd3056/tensorboard_plugin_fairness_indicators-0.0.3.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.0.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d0a66425b9ee90e2cb57f62f269edb08",
                    "sha256": "e55b823c18b7112e6d777e412459a7f33f016a799983ec7aa70677117901b6cc"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.0.4-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "d0a66425b9ee90e2cb57f62f269edb08",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">= 2.7, != 3.0.*, != 3.1.*",
                "size": 310341,
                "upload_time": "2020-05-20T01:30:28",
                "upload_time_iso_8601": "2020-05-20T01:30:28.265891Z",
                "url": "https://files.pythonhosted.org/packages/67/8f/3d63bc61b58dabd6b293b90add722e739fb654eb44603ae86cc1a78c2412/tensorboard_plugin_fairness_indicators-0.0.4-py3-none-any.whl",
                "yanked": true,
                "yanked_reason": null
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "1c435c2acd16110e21b49a662a24ccbf",
                    "sha256": "e8cafd1f5ac46de25fc921a674607c8877e23ae834a917bdba7dc9ed61bd3b6e"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.0.4.tar.gz",
                "has_sig": false,
                "md5_digest": "1c435c2acd16110e21b49a662a24ccbf",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">= 2.7, != 3.0.*, != 3.1.*",
                "size": 305244,
                "upload_time": "2020-05-20T01:30:29",
                "upload_time_iso_8601": "2020-05-20T01:30:29.509161Z",
                "url": "https://files.pythonhosted.org/packages/c6/5e/e45b027e12c43e479568dffd281e0d12cafae060f694dd8ab52fcf6424b1/tensorboard_plugin_fairness_indicators-0.0.4.tar.gz",
                "yanked": true,
                "yanked_reason": null
            }
        ],
        "0.0.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9ebcd74e9dbe8db168f9a01b1de0ae28",
                    "sha256": "e39d134f574cf08749b95668ebf67f55816ebdb680cac6632199c6dfe0916d08"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.0.5-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "9ebcd74e9dbe8db168f9a01b1de0ae28",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">= 2.7, != 3.0.*, != 3.1.*",
                "size": 310056,
                "upload_time": "2020-05-20T01:35:44",
                "upload_time_iso_8601": "2020-05-20T01:35:44.731586Z",
                "url": "https://files.pythonhosted.org/packages/33/ec/37fd9995e2605321e5e64c6007af3c3c3a9b6d3426a012f75a0b998f5795/tensorboard_plugin_fairness_indicators-0.0.5-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "ceb48322b4d1d6c9d429617ff460006b",
                    "sha256": "cb909569e389cfdc81a10aa9c94accfc1fad1d978d5fe4d096063312dbe2bfea"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.0.5.tar.gz",
                "has_sig": false,
                "md5_digest": "ceb48322b4d1d6c9d429617ff460006b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">= 2.7, != 3.0.*, != 3.1.*",
                "size": 304677,
                "upload_time": "2020-05-20T01:35:46",
                "upload_time_iso_8601": "2020-05-20T01:35:46.405523Z",
                "url": "https://files.pythonhosted.org/packages/41/a6/26e07d704e71912f72b7342205a26a08ed2ab33944bc0c2325665239e150/tensorboard_plugin_fairness_indicators-0.0.5.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.0.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1bec7228e69282b5dc8eae8b5d42ce52",
                    "sha256": "f61a7291cc4e70cc3aaffa9ddb90e38799f8c5909df856af3895296df818670b"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.0.6-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "1bec7228e69282b5dc8eae8b5d42ce52",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">= 2.7, != 3.0.*, != 3.1.*",
                "size": 14714,
                "upload_time": "2020-07-08T17:37:09",
                "upload_time_iso_8601": "2020-07-08T17:37:09.204210Z",
                "url": "https://files.pythonhosted.org/packages/3e/69/6c6f9e9bf27ce3a53111206f6ca90e4d034a59c160492f655af70d68429f/tensorboard_plugin_fairness_indicators-0.0.6-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "8f4656db815d8672858b90867884d803",
                    "sha256": "b4cd7b5379849fed364c48cddaaad5b52371e1fcbee8b949ed279d17c778ea0a"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.0.6.tar.gz",
                "has_sig": false,
                "md5_digest": "8f4656db815d8672858b90867884d803",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">= 2.7, != 3.0.*, != 3.1.*",
                "size": 10064,
                "upload_time": "2020-07-08T17:37:10",
                "upload_time_iso_8601": "2020-07-08T17:37:10.758565Z",
                "url": "https://files.pythonhosted.org/packages/13/1b/543d1946b4afec043a0238dcd9d5495367bfaf965c4f636fa98e2a16910a/tensorboard_plugin_fairness_indicators-0.0.6.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.23.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a7dcaf4de02db258cb3000ed9676225e",
                    "sha256": "66e4d06698973d2c0ab083debebb2efa96660762e0330617710d7769475553e7"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.23.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "a7dcaf4de02db258cb3000ed9676225e",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.5,<4",
                "size": 15570,
                "upload_time": "2020-08-18T17:55:45",
                "upload_time_iso_8601": "2020-08-18T17:55:45.158596Z",
                "url": "https://files.pythonhosted.org/packages/db/3b/2d68b10ce9f1cb1102521398453085df5a536f3155b47020f6d78f391338/tensorboard_plugin_fairness_indicators-0.23.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.24.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9eeafc9a9181ecd9d7e307a346487bb7",
                    "sha256": "24c2d54fa8eacd7b82603553327741862c9e3bf8f86cda73270b3a06a09e7fab"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.24.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "9eeafc9a9181ecd9d7e307a346487bb7",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.6,<4",
                "size": 15583,
                "upload_time": "2020-09-15T20:19:03",
                "upload_time_iso_8601": "2020-09-15T20:19:03.126004Z",
                "url": "https://files.pythonhosted.org/packages/b2/cd/809d0c0df2fba0690b3cd7acb105e076576e5234235e42b3d36082f1108c/tensorboard_plugin_fairness_indicators-0.24.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.25.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9288ec963ab508150f5eb9a074914446",
                    "sha256": "282e018adf08a90784295120d9921720a8afec69f5401a84757abcc8b5a66457"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.25.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "9288ec963ab508150f5eb9a074914446",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.6,<4",
                "size": 15744,
                "upload_time": "2020-11-05T19:51:59",
                "upload_time_iso_8601": "2020-11-05T19:51:59.494773Z",
                "url": "https://files.pythonhosted.org/packages/b6/28/cfe6d49b72390d8aaf50921c3eb0ac5553d651b9a6977c826ae1f33e57a5/tensorboard_plugin_fairness_indicators-0.25.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.26.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "cc4688bd4f903640d7cb72d46e0d7648",
                    "sha256": "5d5c9968a998718fb387a8c8b7858df52d57ec2be649bb906937dd4c0294877d"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.26.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "cc4688bd4f903640d7cb72d46e0d7648",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.6,<4",
                "size": 15761,
                "upload_time": "2020-12-17T03:35:30",
                "upload_time_iso_8601": "2020-12-17T03:35:30.308528Z",
                "url": "https://files.pythonhosted.org/packages/3c/73/32d17f6d6f13120276a452fc16c54263ec2ff17dd327e64d3dfbe153d497/tensorboard_plugin_fairness_indicators-0.26.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.27.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "e5164f59fcfe6449be692f4202414053",
                    "sha256": "68d896a2c83916509bb814727ae33c4c8934b41fbbf2769dbe96a67705eb6b5b"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.27.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "e5164f59fcfe6449be692f4202414053",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.6,<4",
                "size": 15761,
                "upload_time": "2021-01-28T22:10:54",
                "upload_time_iso_8601": "2021-01-28T22:10:54.211782Z",
                "url": "https://files.pythonhosted.org/packages/d9/b5/4318463de46314ec3545c9ed36252dac06d50ea44b662fd5cc5d939aa83f/tensorboard_plugin_fairness_indicators-0.27.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.28.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "bf3f5159b62219bac09c30a280981578",
                    "sha256": "2a2e09c2413c23c7543e83fe6a88731d335066f26e9d7446a6b28b39f7cc0fde"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.28.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "bf3f5159b62219bac09c30a280981578",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.6,<4",
                "size": 15775,
                "upload_time": "2021-03-09T20:28:06",
                "upload_time_iso_8601": "2021-03-09T20:28:06.132105Z",
                "url": "https://files.pythonhosted.org/packages/49/b6/ab912543aae5a7a750e1f75fb406695411820b4cc7d9abe3bd9e03745464/tensorboard_plugin_fairness_indicators-0.28.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.29.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "5c23cb2849d17807d445d78d7cc8520a",
                    "sha256": "ea946b9cf10ea0eeb4323c698515e6140d5ff301d1b9573181c989d277b65979"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.29.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "5c23cb2849d17807d445d78d7cc8520a",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.6,<4",
                "size": 15784,
                "upload_time": "2021-04-08T23:27:33",
                "upload_time_iso_8601": "2021-04-08T23:27:33.557761Z",
                "url": "https://files.pythonhosted.org/packages/40/62/32dbc03896130b14a3efedd0745b867c15ed15b9520619152346a676354a/tensorboard_plugin_fairness_indicators-0.29.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.30.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "43cdb3b849fe88e4a28804729a4578ae",
                    "sha256": "f0d624a61f3fb10ecc754200f3e7a01953ad6af8000261dd0eafec9928aab34e"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.30.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "43cdb3b849fe88e4a28804729a4578ae",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.6,<4",
                "size": 15733,
                "upload_time": "2021-05-17T19:56:09",
                "upload_time_iso_8601": "2021-05-17T19:56:09.546784Z",
                "url": "https://files.pythonhosted.org/packages/2c/8d/468d92690a260c902063a027a972fc6e5cb29b75b6419b7372218a6064b3/tensorboard_plugin_fairness_indicators-0.30.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.33.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "520688ce5f426889e529a36c3e95b3a1",
                    "sha256": "2f39fe2ed713f3e5d9b6dc5ca94f2a542bcf18783251a98d7c8968ba0163ccc9"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.33.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "520688ce5f426889e529a36c3e95b3a1",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.6,<3.9",
                "size": 15742,
                "upload_time": "2021-08-09T17:42:23",
                "upload_time_iso_8601": "2021-08-09T17:42:23.182148Z",
                "url": "https://files.pythonhosted.org/packages/03/23/91531bd0181571132c476be6e39e195dde86a327dcefea3a4e7f68c6fb26/tensorboard_plugin_fairness_indicators-0.33.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.34.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b33e1ca0c80a6f852090a48357542488",
                    "sha256": "0bc667870aeec86d70104cecfb664960d68e1ed69ffa1c582553dceb4d8f6a9d"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.34.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "b33e1ca0c80a6f852090a48357542488",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.6,<3.9",
                "size": 15759,
                "upload_time": "2021-09-21T18:32:11",
                "upload_time_iso_8601": "2021-09-21T18:32:11.390779Z",
                "url": "https://files.pythonhosted.org/packages/a8/2d/f951947103f74b296a3b767a33566a821b572a6e161f7b3a5d9a60caabfb/tensorboard_plugin_fairness_indicators-0.34.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.35.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1e7f66130013a6fcc4186a2c197acf1b",
                    "sha256": "0912269ca26c8603939d4c2c2eed7c6e6d7ae8ee4f9dd2743ece635a37908344"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.35.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "1e7f66130013a6fcc4186a2c197acf1b",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.7,<3.9",
                "size": 15769,
                "upload_time": "2021-11-12T23:53:34",
                "upload_time_iso_8601": "2021-11-12T23:53:34.964015Z",
                "url": "https://files.pythonhosted.org/packages/e5/90/02b66d46b94445651d8da851df5e1c94c72582fefa51d551745dbfdbfe12/tensorboard_plugin_fairness_indicators-0.35.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.36.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "17f7926f73dfc5a408b7fecb89e90cb0",
                    "sha256": "0eb364842ad22dd4c9afbe3fbb69792cd2f7ec7cd54c418706361e5c826587f7"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.36.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "17f7926f73dfc5a408b7fecb89e90cb0",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.7,<3.9",
                "size": 15783,
                "upload_time": "2021-12-03T20:31:20",
                "upload_time_iso_8601": "2021-12-03T20:31:20.498083Z",
                "url": "https://files.pythonhosted.org/packages/d9/bb/e14161049ee0fb273ad2687858f897f2e282453ddf7711fc2b76c0125c5d/tensorboard_plugin_fairness_indicators-0.36.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.37.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "5f2e54e49455a03070bd0300d7bd94b2",
                    "sha256": "28d7553cf69aa188af4422529913153f61a8f789abf8e95e0f9b8b50a17ee78d"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.37.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "5f2e54e49455a03070bd0300d7bd94b2",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.7,<3.9",
                "size": 15795,
                "upload_time": "2022-02-02T23:21:02",
                "upload_time_iso_8601": "2022-02-02T23:21:02.997104Z",
                "url": "https://files.pythonhosted.org/packages/de/bd/7723c8c0d31963f832ff105108e794ca3cd6d713d41c905b60fb9d6f5f43/tensorboard_plugin_fairness_indicators-0.37.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.38.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b4ca42e0bcd8671d0fa8adebbe6d6236",
                    "sha256": "6a5e1fd5955ca9ce2e3cfcd27433b06b4eb414e41d0c95185a4f0749ad6b2330"
                },
                "downloads": -1,
                "filename": "tensorboard_plugin_fairness_indicators-0.38.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "b4ca42e0bcd8671d0fa8adebbe6d6236",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": ">=3.7,<3.9",
                "size": 15808,
                "upload_time": "2022-03-07T20:10:26",
                "upload_time_iso_8601": "2022-03-07T20:10:26.980084Z",
                "url": "https://files.pythonhosted.org/packages/65/32/b99cca7f31fe01a64b53a12bb88eb6a1c0cf9788a805c1e77088b87d3fe9/tensorboard_plugin_fairness_indicators-0.38.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "b4ca42e0bcd8671d0fa8adebbe6d6236",
                "sha256": "6a5e1fd5955ca9ce2e3cfcd27433b06b4eb414e41d0c95185a4f0749ad6b2330"
            },
            "downloads": -1,
            "filename": "tensorboard_plugin_fairness_indicators-0.38.0-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "b4ca42e0bcd8671d0fa8adebbe6d6236",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": ">=3.7,<3.9",
            "size": 15808,
            "upload_time": "2022-03-07T20:10:26",
            "upload_time_iso_8601": "2022-03-07T20:10:26.980084Z",
            "url": "https://files.pythonhosted.org/packages/65/32/b99cca7f31fe01a64b53a12bb88eb6a1c0cf9788a805c1e77088b87d3fe9/tensorboard_plugin_fairness_indicators-0.38.0-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "vulnerabilities": []
}