{
    "info": {
        "author": "Fernando Perez-Garcia",
        "author_email": "fernando.perezgarcia.17@ucl.ac.uk",
        "bugtrack_url": null,
        "classifiers": [
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7"
        ],
        "description": "==========\nhighresnet\n==========\n\n\n.. image:: https://img.shields.io/pypi/v/highresnet.svg\n        :target: https://pypi.python.org/pypi/highresnet\n\n.. image:: https://img.shields.io/travis/fepegar/highresnet.svg\n        :target: https://travis-ci.org/fepegar/highresnet\n\n.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.3349989.svg\n   :target: https://doi.org/10.5281/zenodo.3349989\n\n.. image:: https://readthedocs.org/projects/highresnet/badge/?version=latest\n        :target: https://highresnet.readthedocs.io/en/latest/?badge=latest\n        :alt: Documentation Status\n\n.. image:: https://pyup.io/repos/github/fepegar/highresnet/shield.svg\n     :target: https://pyup.io/repos/github/fepegar/highresnet/\n     :alt: Updates\n\n::\n\n   $ NII_FILE=`download_oasis`\n   $ deepgif $NII_FILE\n\n\n.. image:: https://raw.githubusercontent.com/fepegar/highresnet/master/images/slicer_screenshot.png\n     :alt: 3D Slicer screenshot\n\nPyTorch implementation of HighRes3DNet from `Li et al. 2017,\n*On the Compactness, Efficiency, and Representation of\n3D Convolutional Networks: Brain Parcellation as a\nPretext Task* <https://arxiv.org/pdf/1707.01992.pdf>`_.\n\nAll the information about how the weights were ported from NiftyNet can be found\nin `my submission to the MICCAI Educational Challenge\n2019 <https://nbviewer.jupyter.org/github/fepegar/miccai-educational-challenge-2019/blob/master/Combining_the_power_of_PyTorch_and_NiftyNet.ipynb?flush_cache=true>`_.\n\n\nUsage\n-----\n\nCommand line interface\n^^^^^^^^^^^^^^^^^^^^^^\n\n.. code-block:: shell\n\n   (deepgif) $ deepgif t1_mri.nii.gz\n   Using cache found in /home/fernando/.cache/torch/hub/fepegar_highresnet_master\n   100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 36/36 [01:13<00:00,  2.05s/it]\n\n\n`PyTorch Hub <https://pytorch.org/hub>`_\n^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\nIf you are using `pytorch>=1.1.0`, you can import the model\ndirectly from this repository using\n`PyTorch Hub <https://pytorch.org/hub>`_.\n\n.. code-block:: python\n\n   >>> import torch\n   >>> repo = 'fepegar/highresnet'\n   >>> model_name = 'highres3dnet'\n   >>> print(torch.hub.help(repo, model_name))\n       \"HighRes3DNet by Li et al. 2017 for T1-MRI brain parcellation\"\n       \"pretrained (bool): load parameters from pretrained model\"\n   >>> model = torch.hub.load(repo, model_name, pretrained=True)\n   >>>\n\nInstallation\n------------\n\n1. Create a `conda <https://docs.conda.io/en/latest/>`_ environment (recommended)\n^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n.. code-block:: shell\n\n   ENVNAME=\"gifenv\"\n   conda create -n $ENVNAME python -y\n   conda activate $ENVNAME\n\n2. Install PyTorch and `highresnet`\n^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\nWithin the `conda` environment:\n\n.. code-block:: shell\n\n   pip install pytorch highresnet\n\nNow you can do\n\n.. code-block:: python\n\n   >>> from highresnet import HighRes3DNet\n   >>> model = HighRes3DNet(in_channels=1, out_channels=160)\n   >>>\n\nCredits\n-------\n\nThis package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template.\n\n.. _Cookiecutter: https://github.com/audreyr/cookiecutter\n.. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage\n\n\n=======\nHistory\n=======\n\n0.7.1 (2019-11-05)\n------------------\n\n* First release on PyPI.\n\n\n",
        "description_content_type": "text/x-rst",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/fepegar/highresnet",
        "keywords": "highresnet",
        "license": "MIT license",
        "maintainer": "",
        "maintainer_email": "",
        "name": "highresnet",
        "package_url": "https://pypi.org/project/highresnet/",
        "platform": "",
        "project_url": "https://pypi.org/project/highresnet/",
        "project_urls": {
            "Homepage": "https://github.com/fepegar/highresnet"
        },
        "release_url": "https://pypi.org/project/highresnet/0.10.2/",
        "requires_dist": [
            "Click (>=7.0)",
            "nibabel",
            "numpy",
            "SimpleITK",
            "torch (>=1.1)",
            "tqdm"
        ],
        "requires_python": ">=3.5",
        "summary": "PyTorch implementation of HighRes3DNet",
        "version": "0.10.2",
        "yanked": false,
        "yanked_reason": null
    },
    "last_serial": 6750194,
    "releases": {
        "0.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "0a9bfabae78d02f510d8c1bb73aca9b4",
                    "sha256": "1f524dae94303e723d07eeffcc16bc65d270480e6bc7d28f03cdf98faac55135"
                },
                "downloads": -1,
                "filename": "highresnet-0.1.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "0a9bfabae78d02f510d8c1bb73aca9b4",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 4838,
                "upload_time": "2019-07-16T09:02:55",
                "upload_time_iso_8601": "2019-07-16T09:02:55.804149Z",
                "url": "https://files.pythonhosted.org/packages/81/8e/60749e13641961b8e3a7b5c99b63829d6d9b7ffa6c3877500b4d7aa06c29/highresnet-0.1.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "6270a807fe6e4882602ee194a9289a6a",
                    "sha256": "9ea24c9404205cdd286d75b7cc703105f43a40f52f5ed83764767c312bad9ba2"
                },
                "downloads": -1,
                "filename": "highresnet-0.1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "6270a807fe6e4882602ee194a9289a6a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3502,
                "upload_time": "2019-07-16T09:02:57",
                "upload_time_iso_8601": "2019-07-16T09:02:57.698141Z",
                "url": "https://files.pythonhosted.org/packages/53/78/56cb9d33d353f8292327b23a3ce1056994e4a72fd3de49645f38572fbd05/highresnet-0.1.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3b03d879bb29db7c43509953c1921142",
                    "sha256": "ec184170028ade35c7ee51ed6d7cc48e529386bb75bd1ba3de33328d277d5491"
                },
                "downloads": -1,
                "filename": "highresnet-0.1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "3b03d879bb29db7c43509953c1921142",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3483,
                "upload_time": "2019-07-16T09:20:58",
                "upload_time_iso_8601": "2019-07-16T09:20:58.091331Z",
                "url": "https://files.pythonhosted.org/packages/45/3d/576c4da69e949ed973cea487b3b12deb8ee4d6b30b1aa6720143e9c5232d/highresnet-0.1.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d00236cebe66469a6f3e334c9662da3d",
                    "sha256": "b649f44020f5ab32355b5162c1399de09fda04146a0a56f24806780f10cec5e8"
                },
                "downloads": -1,
                "filename": "highresnet-0.1.2.tar.gz",
                "has_sig": false,
                "md5_digest": "d00236cebe66469a6f3e334c9662da3d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3525,
                "upload_time": "2019-07-16T09:45:28",
                "upload_time_iso_8601": "2019-07-16T09:45:28.874045Z",
                "url": "https://files.pythonhosted.org/packages/76/47/c32c5c352a7928433581e4c86f77e257cf9fb8d6e8688d37bd63dc605cc4/highresnet-0.1.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9761a28cfe43dfb4545655bff590e88c",
                    "sha256": "e182c39b925bc71e09c54ce3cc1cd41eaac1708ec4560fb23a9c07480d7e70bc"
                },
                "downloads": -1,
                "filename": "highresnet-0.1.3.tar.gz",
                "has_sig": false,
                "md5_digest": "9761a28cfe43dfb4545655bff590e88c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3882,
                "upload_time": "2019-07-22T08:38:15",
                "upload_time_iso_8601": "2019-07-22T08:38:15.885791Z",
                "url": "https://files.pythonhosted.org/packages/d1/c3/5f1f79cb4e2b695ecde822adcbe150dfe9c81e1917339836c3efc40f449c/highresnet-0.1.3.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "44222a2dda67b5730eae12c5c0b81fc5",
                    "sha256": "5a58feee96a2e9ab1fd3f0fae84604f70554f67b9bbd25ff8b03964c0029b0b2"
                },
                "downloads": -1,
                "filename": "highresnet-0.1.4.tar.gz",
                "has_sig": false,
                "md5_digest": "44222a2dda67b5730eae12c5c0b81fc5",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3856,
                "upload_time": "2019-07-23T17:01:48",
                "upload_time_iso_8601": "2019-07-23T17:01:48.622091Z",
                "url": "https://files.pythonhosted.org/packages/76/2b/bd3264a6127c2f1007f49aad654ffc311e7745a5e5a9b1bed9c8b377d7a7/highresnet-0.1.4.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.10.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d511cfb01ef836eaa547b472f5b3d4a9",
                    "sha256": "5d08c9d4fac19554218cc040ed8f5484a0be0fdfc8a36147652f82e017383ee6"
                },
                "downloads": -1,
                "filename": "highresnet-0.10.0.tar.gz",
                "has_sig": false,
                "md5_digest": "d511cfb01ef836eaa547b472f5b3d4a9",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 19363,
                "upload_time": "2019-11-17T20:48:21",
                "upload_time_iso_8601": "2019-11-17T20:48:21.259986Z",
                "url": "https://files.pythonhosted.org/packages/b5/c9/1a077e43c1782fabcdf6e85fba5da2d13c32e28b483f9dbfcbb75ef0a720/highresnet-0.10.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.10.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4ed8389bb2055d2f98d521b992ae09b2",
                    "sha256": "451b1134868c9d648e8c531bf9bf4c0f2274df90834bb52b245255710192e016"
                },
                "downloads": -1,
                "filename": "highresnet-0.10.2-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "4ed8389bb2055d2f98d521b992ae09b2",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": ">=3.5",
                "size": 16976,
                "upload_time": "2020-03-04T20:10:57",
                "upload_time_iso_8601": "2020-03-04T20:10:57.909871Z",
                "url": "https://files.pythonhosted.org/packages/58/b6/1910770261403d95acc22124e358d1ec40fc34d4f235caaab0d73948e564/highresnet-0.10.2-py2.py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "f058c90b5fc4f7131cf9c9bb9a3fdac1",
                    "sha256": "938841caf10306e3bf429e6cb174dc8135b3aaff64967d395151ea8058f23565"
                },
                "downloads": -1,
                "filename": "highresnet-0.10.2.tar.gz",
                "has_sig": false,
                "md5_digest": "f058c90b5fc4f7131cf9c9bb9a3fdac1",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 19610,
                "upload_time": "2020-03-04T20:10:59",
                "upload_time_iso_8601": "2020-03-04T20:10:59.564253Z",
                "url": "https://files.pythonhosted.org/packages/cd/d8/f4330e112607a436ff3c0709825f36fb245cbf24ff1b2a81f433810dbcaf/highresnet-0.10.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "70f588ca0596c0b83395a7ee804a141c",
                    "sha256": "9e4af12d84334bd14cee908da5c7d26e77044a341ad1d19d5ab12d3541ecb3ec"
                },
                "downloads": -1,
                "filename": "highresnet-0.2.0.tar.gz",
                "has_sig": false,
                "md5_digest": "70f588ca0596c0b83395a7ee804a141c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3987,
                "upload_time": "2019-07-24T12:51:23",
                "upload_time_iso_8601": "2019-07-24T12:51:23.072540Z",
                "url": "https://files.pythonhosted.org/packages/11/d9/3d140a213fcea9bbb26b240f3a8e714c70a56ee823e59e73b66f32749621/highresnet-0.2.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.3.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1eca824fa108c7e7b36d57828db0662c",
                    "sha256": "0a80e706a331010cb4fe22e80bce5f3bdb06a113295d500ecdf61eb66b4bf412"
                },
                "downloads": -1,
                "filename": "highresnet-0.3.0.tar.gz",
                "has_sig": false,
                "md5_digest": "1eca824fa108c7e7b36d57828db0662c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8830,
                "upload_time": "2019-09-17T15:27:39",
                "upload_time_iso_8601": "2019-09-17T15:27:39.379440Z",
                "url": "https://files.pythonhosted.org/packages/9e/3a/c27d69d4f787911c14c0958bae19848c240e392df5c9601fdef6333a3581/highresnet-0.3.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.3.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c47abb9144fde56dcd86f4e94017b221",
                    "sha256": "2ddb78d18e824ac65d8f37d2da31631d4066823cf8037534979f1da169ace025"
                },
                "downloads": -1,
                "filename": "highresnet-0.3.1.tar.gz",
                "has_sig": false,
                "md5_digest": "c47abb9144fde56dcd86f4e94017b221",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9520,
                "upload_time": "2019-09-17T15:36:11",
                "upload_time_iso_8601": "2019-09-17T15:36:11.716817Z",
                "url": "https://files.pythonhosted.org/packages/c1/4a/54ee3ad3ab2d047bb7a91c31a5213e43c01ad263b82a981bd1a4b314113e/highresnet-0.3.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.3.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a08e890fcd8b0f6d25bb9db184496ed7",
                    "sha256": "6764726f972f6aaa1aa69e253c6d730645662f3c791fed294348ba9e5ee0d9cd"
                },
                "downloads": -1,
                "filename": "highresnet-0.3.2.tar.gz",
                "has_sig": false,
                "md5_digest": "a08e890fcd8b0f6d25bb9db184496ed7",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3089121,
                "upload_time": "2019-09-17T16:00:43",
                "upload_time_iso_8601": "2019-09-17T16:00:43.718789Z",
                "url": "https://files.pythonhosted.org/packages/79/d9/5cbd9ec7f98d7ce38e0fda3bc957e0f5efdabb4a659d01396adad6c19876/highresnet-0.3.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.3.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6ae6fb66744fe39ee61bdc087f07c12b",
                    "sha256": "4e3cfc1fc9ebb75a496e036e2e6f7ec7e07dfb618eb7cecc2b2534f024d6899c"
                },
                "downloads": -1,
                "filename": "highresnet-0.3.4.tar.gz",
                "has_sig": false,
                "md5_digest": "6ae6fb66744fe39ee61bdc087f07c12b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8907,
                "upload_time": "2019-09-17T16:21:10",
                "upload_time_iso_8601": "2019-09-17T16:21:10.557763Z",
                "url": "https://files.pythonhosted.org/packages/3c/4a/8be409133a6523f3fe83d9dbc3f838bc6786ae6863bbad049af4febf7f16/highresnet-0.3.4.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.3.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6940755d2725b348f8cca7b49cdfa3b4",
                    "sha256": "0eecd31a148c0c289b730f468b33d70fa4044b840593d765ba00df50179f42f0"
                },
                "downloads": -1,
                "filename": "highresnet-0.3.5.tar.gz",
                "has_sig": false,
                "md5_digest": "6940755d2725b348f8cca7b49cdfa3b4",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8756,
                "upload_time": "2019-09-17T16:34:24",
                "upload_time_iso_8601": "2019-09-17T16:34:24.149056Z",
                "url": "https://files.pythonhosted.org/packages/82/28/fab6c807918dcfcb5471ab1567d406939086b89ea9c1ebd09ccef45f428b/highresnet-0.3.5.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.3.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f8300e1811237f04db24d2a3eff8bb75",
                    "sha256": "bab24018e853d8f5c3b69207c2f1ad2818bb54fc89bbe8960d685bd2cd5a57ac"
                },
                "downloads": -1,
                "filename": "highresnet-0.3.6.tar.gz",
                "has_sig": false,
                "md5_digest": "f8300e1811237f04db24d2a3eff8bb75",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9370,
                "upload_time": "2019-09-17T19:38:59",
                "upload_time_iso_8601": "2019-09-17T19:38:59.012844Z",
                "url": "https://files.pythonhosted.org/packages/41/0f/421b435c6da891e02af36480208ff314e8473e136c7f991699731d1b9448/highresnet-0.3.6.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.3.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "616d93f90a14bbc45412a13f65071209",
                    "sha256": "4bc888f7340a376db3a3bbe64b2c1b336e54fc61f13a1357408e37f483d1b4eb"
                },
                "downloads": -1,
                "filename": "highresnet-0.3.7.tar.gz",
                "has_sig": false,
                "md5_digest": "616d93f90a14bbc45412a13f65071209",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9837,
                "upload_time": "2019-09-18T10:26:05",
                "upload_time_iso_8601": "2019-09-18T10:26:05.252638Z",
                "url": "https://files.pythonhosted.org/packages/19/73/dd6a32fdb7902fd35cd810a99df21e4af77db19d57f3d0c9a0ccfb5f12f2/highresnet-0.3.7.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.4.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b819c2236e60f66d43c5cced561faade",
                    "sha256": "e99371d4740ce3df8c59ddc2ae60bbdaa71d22a5f89dd80fc8f18adef46ac531"
                },
                "downloads": -1,
                "filename": "highresnet-0.4.0.tar.gz",
                "has_sig": false,
                "md5_digest": "b819c2236e60f66d43c5cced561faade",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10567,
                "upload_time": "2019-10-09T15:35:48",
                "upload_time_iso_8601": "2019-10-09T15:35:48.206946Z",
                "url": "https://files.pythonhosted.org/packages/43/4f/e047ae8bbefab13169262cc55db824cbb40024112da04a81c22c2236860a/highresnet-0.4.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.4.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "afac5aa20d15aa70e82e2d634e5162cb",
                    "sha256": "bc684463b59e8c7efcc400939209e506c587a66792e55d49f8e45a6ccdb2cea1"
                },
                "downloads": -1,
                "filename": "highresnet-0.4.1.tar.gz",
                "has_sig": false,
                "md5_digest": "afac5aa20d15aa70e82e2d634e5162cb",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10569,
                "upload_time": "2019-10-09T15:52:02",
                "upload_time_iso_8601": "2019-10-09T15:52:02.853551Z",
                "url": "https://files.pythonhosted.org/packages/8b/42/1d48acf61a9d1be95d8775b7512d15a88e346463063bacf2d46545d6092d/highresnet-0.4.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.5.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "0585250deb3cb461174f82bfeb33e4d0",
                    "sha256": "692a0790df2247cb6e532e7a63f4739c09b0593e2da42f357127c7b7365e0d26"
                },
                "downloads": -1,
                "filename": "highresnet-0.5.1.tar.gz",
                "has_sig": false,
                "md5_digest": "0585250deb3cb461174f82bfeb33e4d0",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10829,
                "upload_time": "2019-10-30T14:04:41",
                "upload_time_iso_8601": "2019-10-30T14:04:41.183520Z",
                "url": "https://files.pythonhosted.org/packages/dc/be/516deb78ec72f941d7cf3eacb9ce9d601df2075b05f8d96777f932de1ed1/highresnet-0.5.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.6.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2610eca9619c6e0cc0c1b2bdeb17a256",
                    "sha256": "1656467ee5bff44de9af3d1ba300fb9f467dab652376e80498506115988a83d4"
                },
                "downloads": -1,
                "filename": "highresnet-0.6.0.tar.gz",
                "has_sig": false,
                "md5_digest": "2610eca9619c6e0cc0c1b2bdeb17a256",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10501,
                "upload_time": "2019-10-30T15:00:05",
                "upload_time_iso_8601": "2019-10-30T15:00:05.004623Z",
                "url": "https://files.pythonhosted.org/packages/1e/d8/3f42f855263935cf70dfdf1a4928c650f89242898c8e39929e9014efaa33/highresnet-0.6.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.6.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3f781aaf4522aecbb042d24c0d6501f0",
                    "sha256": "32a6c3d2aca813a9dc4493361a031ae46cfa59380e1bee1cd7b5089c411a9287"
                },
                "downloads": -1,
                "filename": "highresnet-0.6.1.tar.gz",
                "has_sig": false,
                "md5_digest": "3f781aaf4522aecbb042d24c0d6501f0",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10514,
                "upload_time": "2019-10-30T15:04:49",
                "upload_time_iso_8601": "2019-10-30T15:04:49.934320Z",
                "url": "https://files.pythonhosted.org/packages/ea/df/1d6b897202de0f6be0b78a8bda9cc8eef5bd6b2c9b4d152c7e377a47c44b/highresnet-0.6.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.7.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "5163b2d70acb250e55e7ae7b4772f3b9",
                    "sha256": "2319117677c2d35cc957ee29a0cd6abfec9edbcd8f7644ca4fa66a61b5eb60cf"
                },
                "downloads": -1,
                "filename": "highresnet-0.7.0.tar.gz",
                "has_sig": false,
                "md5_digest": "5163b2d70acb250e55e7ae7b4772f3b9",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10594,
                "upload_time": "2019-10-31T14:54:10",
                "upload_time_iso_8601": "2019-10-31T14:54:10.275862Z",
                "url": "https://files.pythonhosted.org/packages/6e/d9/c8fb12a1630702412244dbd328ef6ca56b4d3e76f39ed14b6082b4629676/highresnet-0.7.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.7.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "bff085209f74aa54bd895dd92467583f",
                    "sha256": "bb1eb2b03ac404377bd9071b3cd95c0e1ce9ed9545f89f6521fbb2b11ba44886"
                },
                "downloads": -1,
                "filename": "highresnet-0.7.1.tar.gz",
                "has_sig": false,
                "md5_digest": "bff085209f74aa54bd895dd92467583f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10591,
                "upload_time": "2019-10-31T14:57:34",
                "upload_time_iso_8601": "2019-10-31T14:57:34.368134Z",
                "url": "https://files.pythonhosted.org/packages/45/e7/ef238cfa31dc4cb6bc5bc310477b9c00083d66774d84e24e7659dfb7da61/highresnet-0.7.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "5bfaaad9975f20181b89a0911df8f369",
                    "sha256": "94ff0e7123c6346ab3437e7127f462fb6a422c8088e0022082291b1d330bfc34"
                },
                "downloads": -1,
                "filename": "highresnet-0.8.1.tar.gz",
                "has_sig": false,
                "md5_digest": "5bfaaad9975f20181b89a0911df8f369",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 18353,
                "upload_time": "2019-11-05T16:26:09",
                "upload_time_iso_8601": "2019-11-05T16:26:09.428002Z",
                "url": "https://files.pythonhosted.org/packages/04/ae/598c9ef60fd9cb51b56a500177e1515b79cbb22368cd7edbd921f42eeeac/highresnet-0.8.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "83254b5ff25030b872c0df04174d1476",
                    "sha256": "0b9c23219933b8fd870244bf40f86d72ffe4ae9e4a04ffff33895c067bb79244"
                },
                "downloads": -1,
                "filename": "highresnet-0.8.2.tar.gz",
                "has_sig": false,
                "md5_digest": "83254b5ff25030b872c0df04174d1476",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 19340,
                "upload_time": "2019-11-05T16:45:28",
                "upload_time_iso_8601": "2019-11-05T16:45:28.718971Z",
                "url": "https://files.pythonhosted.org/packages/76/b5/19b2d9a96809c8f5eb1d4af69a01772c2766e1d2ceb1174f4228ec668271/highresnet-0.8.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.9.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "832f97881afef7146c42d28835c4eeaa",
                    "sha256": "0817686da24657bbe4beb848c986e230a0a284c3fe796468fba4b5bfd7d762b6"
                },
                "downloads": -1,
                "filename": "highresnet-0.9.0.tar.gz",
                "has_sig": false,
                "md5_digest": "832f97881afef7146c42d28835c4eeaa",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 19537,
                "upload_time": "2019-11-05T17:53:20",
                "upload_time_iso_8601": "2019-11-05T17:53:20.091506Z",
                "url": "https://files.pythonhosted.org/packages/c5/75/6d41389da72fa1e509f3126fa91a08b2e4f980af94fca274c54ac9b33ef6/highresnet-0.9.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.9.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "e4e4ba189ea662240f7d456bf4a32b7e",
                    "sha256": "8db44e7c64e92182aa7a16c77a1c9dfb364f1d58f7691b75152f11c45394467d"
                },
                "downloads": -1,
                "filename": "highresnet-0.9.2.tar.gz",
                "has_sig": false,
                "md5_digest": "e4e4ba189ea662240f7d456bf4a32b7e",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 19356,
                "upload_time": "2019-11-08T17:10:03",
                "upload_time_iso_8601": "2019-11-08T17:10:03.452488Z",
                "url": "https://files.pythonhosted.org/packages/a8/40/7730a16b2a388ae4895f7752666dde0c3ba674cae55e6f1049dd6c4bef26/highresnet-0.9.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "4ed8389bb2055d2f98d521b992ae09b2",
                "sha256": "451b1134868c9d648e8c531bf9bf4c0f2274df90834bb52b245255710192e016"
            },
            "downloads": -1,
            "filename": "highresnet-0.10.2-py2.py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "4ed8389bb2055d2f98d521b992ae09b2",
            "packagetype": "bdist_wheel",
            "python_version": "py2.py3",
            "requires_python": ">=3.5",
            "size": 16976,
            "upload_time": "2020-03-04T20:10:57",
            "upload_time_iso_8601": "2020-03-04T20:10:57.909871Z",
            "url": "https://files.pythonhosted.org/packages/58/b6/1910770261403d95acc22124e358d1ec40fc34d4f235caaab0d73948e564/highresnet-0.10.2-py2.py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "f058c90b5fc4f7131cf9c9bb9a3fdac1",
                "sha256": "938841caf10306e3bf429e6cb174dc8135b3aaff64967d395151ea8058f23565"
            },
            "downloads": -1,
            "filename": "highresnet-0.10.2.tar.gz",
            "has_sig": false,
            "md5_digest": "f058c90b5fc4f7131cf9c9bb9a3fdac1",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.5",
            "size": 19610,
            "upload_time": "2020-03-04T20:10:59",
            "upload_time_iso_8601": "2020-03-04T20:10:59.564253Z",
            "url": "https://files.pythonhosted.org/packages/cd/d8/f4330e112607a436ff3c0709825f36fb245cbf24ff1b2a81f433810dbcaf/highresnet-0.10.2.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "vulnerabilities": []
}