{
    "info": {
        "author": "Patrick Kidger",
        "author_email": "contact@kidger.site",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "Intended Audience :: Financial and Insurance Industry",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: Apache Software License",
            "Natural Language :: English",
            "Operating System :: Unix",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Scientific/Engineering :: Information Analysis",
            "Topic :: Scientific/Engineering :: Mathematics"
        ],
        "description": "*********\nSignatory\n*********\nDifferentiable computations of the signature and logsignature transforms, on both CPU and GPU.\n\n\n\n\nWhat are signatures?\n####################\nIf you're reading this then it's probably because you already know what the signature transform is, and are looking to use it in your project. But in case you've stumbled across this and are curious what this 'signature' thing is...\n\nThe *signature transform* is a transformation that takes in a stream of data (often a time series), and returns a collection of statistics about that stream of data, called the *signature*. This collection of statistics determines the path essentially uniquely. Importantly, the signature is rich enough that every continuous function of the input stream may be approximated arbitrarily well by a linear function of its signature; the signature transform is what we call a *universal nonlinearity*. If you're doing machine learning then you probably understand why this is such a desirable property!\n\n\nCheck out `this <https://arxiv.org/abs/1603.03788>`__ for a primer on the use of the signature transform in machine learning, just as a feature transformation, and `this <https://arxiv.org/abs/1905.08494>`__ for a more in-depth look at integrating the signature transform into neural networks.\n\n\nInstallation\n############\nAvailable for Python 2.7, Python 3.5, Python 3.6, Python 3.7 and Linux, Mac, Windows.\n\nRequires `PyTorch <http://pytorch.org/>`__. Tested with PyTorch version 1.2.0, but should work with all recent versions.\n\nInstall via ``pip install signatory``. Then just ``import signatory`` inside Python.\n\nInstallation from source is also possible; please consult the `documentation <https://signatory.readthedocs.io/en/latest/pages/usage/installation.html#usage-install-from-source>`__.\n\n\nIf you have any problems with installation then check the `FAQ <https://signatory.readthedocs.io/en/latest/pages/miscellaneous/faq.html>`__. If that doesn't help then feel free to `open an issue <https://github.com/patrick-kidger/signatory/issues>`__.\n\n\n\nDocumentation\n#############\nThe documentation is available `here <https://signatory.readthedocs.io>`__.\n\n\nCitation\n########\nIf you found this library useful in your research, please consider citing\n\n.. code-block:: bibtex\n\n    @misc{signatory,\n        title={{Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU}},\n        author={Kidger, Patrick},\n        note={https://github.com/patrick-kidger/signatory},\n        year={2019}\n    }\n\n\nAcknowledgements\n################\n\nThe Python bindings for the C++ code were written with the aid of `pybind11 <https://github.com/pybind/pybind11>`__.\n\nFor NumPy-based CPU-only signature calculations, you may also be interested in the `iisignature <https://github.com/bottler/iisignature>`__ package. The notes accompanying the iisignature project greatly helped with the implementation of Signatory.",
        "description_content_type": "",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/patrick-kidger/signatory",
        "keywords": "signature",
        "license": "Apache-2.0",
        "maintainer": "Patrick Kidger",
        "maintainer_email": "contact@kidger.site",
        "name": "signatory",
        "package_url": "https://pypi.org/project/signatory/",
        "platform": "",
        "project_url": "https://pypi.org/project/signatory/",
        "project_urls": {
            "Homepage": "https://github.com/patrick-kidger/signatory"
        },
        "release_url": "https://pypi.org/project/signatory/1.1.3/",
        "requires_dist": null,
        "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
        "summary": "Differentiable computations of the signature and logsignature transforms, on both CPU and GPU.",
        "version": "1.1.3"
    },
    "last_serial": 5898109,
    "releases": {
        "0.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "dcfda120f93f72fc94113f509995217c",
                    "sha256": "d66066219643a6cc98a032274cd7f4ce772afc2ebd36a96a6775c969110d795a"
                },
                "downloads": -1,
                "filename": "signatory-0.1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "dcfda120f93f72fc94113f509995217c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 18444,
                "upload_time": "2019-06-14T02:05:19",
                "url": "https://files.pythonhosted.org/packages/12/11/cd2d183540df6443cf1fc09bd73a2591cb11ae8a256654b8c5d3776fee6b/signatory-0.1.0.tar.gz"
            }
        ],
        "0.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "e6fec369f28d566681e1feaeef512d41",
                    "sha256": "3a519de570091b1d46e6e3a792743e291fe93c1f1995a9c4704fc9a388b2dd95"
                },
                "downloads": -1,
                "filename": "signatory-0.1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "e6fec369f28d566681e1feaeef512d41",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 20335,
                "upload_time": "2019-06-15T21:47:23",
                "url": "https://files.pythonhosted.org/packages/5b/25/23e90abe0f7b3b6a1638c8471471491f2696ea80f828bc7939bcf2ee1123/signatory-0.1.1.tar.gz"
            }
        ],
        "0.1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3cfe705b02539422e9d0d1f1fccbc9b8",
                    "sha256": "40a0d88a5569c3646571ac46f27809627ae49ada9e8ffa185bfe2ff402b8045c"
                },
                "downloads": -1,
                "filename": "signatory-0.1.2.tar.gz",
                "has_sig": false,
                "md5_digest": "3cfe705b02539422e9d0d1f1fccbc9b8",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 21181,
                "upload_time": "2019-06-18T01:27:05",
                "url": "https://files.pythonhosted.org/packages/bf/a5/f870129302a94bd3fe228250893b77da680022231c2b98dd7a525308a974/signatory-0.1.2.tar.gz"
            }
        ],
        "0.2.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9b13e481c1dfb1a5abd379269e0cad70",
                    "sha256": "3d61f6c6231a82925590e7dbe1cde5348f837ce266d65c98a17056a9e51fedee"
                },
                "downloads": -1,
                "filename": "signatory-0.2.0.tar.gz",
                "has_sig": false,
                "md5_digest": "9b13e481c1dfb1a5abd379269e0cad70",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 25645,
                "upload_time": "2019-07-10T17:24:18",
                "url": "https://files.pythonhosted.org/packages/9c/a7/a8e51aa68fe13eadf1eba9093c761cba8359957f99dcf7ab6019b05a68fd/signatory-0.2.0.tar.gz"
            }
        ],
        "1.0.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8b9d70120b50c440bfb5889f01ad4dcb",
                    "sha256": "91784f870c50cf5fab61992e7eda941ef306fe6f76694bb4acf4d662bd708218"
                },
                "downloads": -1,
                "filename": "signatory-1.0.0.tar.gz",
                "has_sig": false,
                "md5_digest": "8b9d70120b50c440bfb5889f01ad4dcb",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 42588,
                "upload_time": "2019-08-21T09:45:54",
                "url": "https://files.pythonhosted.org/packages/64/bc/36ae4e7bda94157412d3abe63e2420f691c28a5bb8cc97efe0ba8620f59e/signatory-1.0.0.tar.gz"
            }
        ],
        "1.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "fba6deae2e4ad373ed80ca4ce9733f04",
                    "sha256": "e0ff037008391e9f5763f2c885b58bc49ad01e8e636fc432fe7ee45cb94b7267"
                },
                "downloads": -1,
                "filename": "signatory-1.1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "fba6deae2e4ad373ed80ca4ce9733f04",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 40675,
                "upload_time": "2019-09-02T18:47:50",
                "url": "https://files.pythonhosted.org/packages/70/2f/8cf0f76689f9d2cfdbdbe6756144e83675a7cf4d57a22e7b8b07ed5411c3/signatory-1.1.0.tar.gz"
            }
        ],
        "1.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3663ae289fb5c0a3299e7abf37cf4814",
                    "sha256": "624c647bc884ad102f691aba176e7a61624fc79f1ddf250d0f4dd3306b9ca692"
                },
                "downloads": -1,
                "filename": "signatory-1.1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "3663ae289fb5c0a3299e7abf37cf4814",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 41572,
                "upload_time": "2019-09-10T18:01:38",
                "url": "https://files.pythonhosted.org/packages/90/40/2f574c06fcb9ae186602b6a21fd051811710e05c2d8dff194af7c05ab403/signatory-1.1.1.tar.gz"
            }
        ],
        "1.1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "19c9db77970002fad42a527be8e5f848",
                    "sha256": "e5fb20693f5e8bad73c8104b8dfc186a333782e466d7fd9ec5d8f9b3f60a3bd3"
                },
                "downloads": -1,
                "filename": "signatory-1.1.2.tar.gz",
                "has_sig": false,
                "md5_digest": "19c9db77970002fad42a527be8e5f848",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 43814,
                "upload_time": "2019-09-16T12:17:53",
                "url": "https://files.pythonhosted.org/packages/2c/9d/0c7e7f6431a615059d72d7d228847affa874a988025196351ef246de9a5f/signatory-1.1.2.tar.gz"
            }
        ],
        "1.1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9f37ecabb6a74e08b87c14fec4c09778",
                    "sha256": "824d78d0bb97e51e6e479b18910b0681a5aebce85386f09bacfad4d3ab1a4a09"
                },
                "downloads": -1,
                "filename": "signatory-1.1.3-cp27-cp27m-macosx_10_6_x86_64.whl",
                "has_sig": false,
                "md5_digest": "9f37ecabb6a74e08b87c14fec4c09778",
                "packagetype": "bdist_wheel",
                "python_version": "cp27",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 229452,
                "upload_time": "2019-09-27T20:50:38",
                "url": "https://files.pythonhosted.org/packages/dd/7a/ac0719a16e2a6b4cb8b8e77700a7980b2ca278a561da4665e1aa02dfcfe6/signatory-1.1.3-cp27-cp27m-macosx_10_6_x86_64.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "b9af6739557785b068d1730d562d5b3c",
                    "sha256": "8e1bd547c8552cb99392837dcd099352e70d54ecb8be72d4f1dadba59925fce7"
                },
                "downloads": -1,
                "filename": "signatory-1.1.3-cp35-cp35m-macosx_10_6_x86_64.whl",
                "has_sig": false,
                "md5_digest": "b9af6739557785b068d1730d562d5b3c",
                "packagetype": "bdist_wheel",
                "python_version": "cp35",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 224158,
                "upload_time": "2019-09-27T20:50:26",
                "url": "https://files.pythonhosted.org/packages/3a/fb/25cffcb14f06702e9d1d8e7a602a7249e603a524e7201c7ad2ef05028f09/signatory-1.1.3-cp35-cp35m-macosx_10_6_x86_64.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "d8ead84c5f396ccf45209e85ed47f32b",
                    "sha256": "fce038d3f0336fed1fe010001c13d80aef7e47ab0b4e185fb44811838b6bdff0"
                },
                "downloads": -1,
                "filename": "signatory-1.1.3-cp35-cp35m-win_amd64.whl",
                "has_sig": false,
                "md5_digest": "d8ead84c5f396ccf45209e85ed47f32b",
                "packagetype": "bdist_wheel",
                "python_version": "cp35",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 246519,
                "upload_time": "2019-09-27T20:55:33",
                "url": "https://files.pythonhosted.org/packages/f3/bf/93452b2750ab8900840b56bc172b8782fb1fe1c4524ef3cbf04cafdb251c/signatory-1.1.3-cp35-cp35m-win_amd64.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "5664b809713a27e8f20dcceefaedbf19",
                    "sha256": "6eb6dcf14dbd77c1447caf6c3d2683bb8e0a52b927da897dde01c148a29f0bf3"
                },
                "downloads": -1,
                "filename": "signatory-1.1.3-cp36-cp36m-macosx_10_7_x86_64.whl",
                "has_sig": false,
                "md5_digest": "5664b809713a27e8f20dcceefaedbf19",
                "packagetype": "bdist_wheel",
                "python_version": "cp36",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 228284,
                "upload_time": "2019-09-27T20:49:55",
                "url": "https://files.pythonhosted.org/packages/f6/5b/f203976427006c4c4dcd6b62c59ee1607fbc700e1273ca2c008980bf21aa/signatory-1.1.3-cp36-cp36m-macosx_10_7_x86_64.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "f3bf34d110791929b63013484e9f2444",
                    "sha256": "02e6ba29c4c6a2522816f1dff1cd3ddec5422f81544b060a91c8d581935ca15c"
                },
                "downloads": -1,
                "filename": "signatory-1.1.3-cp36-cp36m-win_amd64.whl",
                "has_sig": false,
                "md5_digest": "f3bf34d110791929b63013484e9f2444",
                "packagetype": "bdist_wheel",
                "python_version": "cp36",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 250662,
                "upload_time": "2019-09-27T20:55:28",
                "url": "https://files.pythonhosted.org/packages/f6/7a/3197f4c917e4a5cce448cbac08bafa050c6255405340cb86d1e1181511d1/signatory-1.1.3-cp36-cp36m-win_amd64.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "00562086e4683cebd38686803c230551",
                    "sha256": "8b6a314df830c5c34812d30d43d7087cac4c4e3d9eda1bc1e59a828ec8c42792"
                },
                "downloads": -1,
                "filename": "signatory-1.1.3-cp37-cp37m-macosx_10_7_x86_64.whl",
                "has_sig": false,
                "md5_digest": "00562086e4683cebd38686803c230551",
                "packagetype": "bdist_wheel",
                "python_version": "cp37",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 228338,
                "upload_time": "2019-09-27T20:50:01",
                "url": "https://files.pythonhosted.org/packages/71/86/e92987b4194fa094e2581f04b4ccafb7f13017175381765c97f303ad351b/signatory-1.1.3-cp37-cp37m-macosx_10_7_x86_64.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "3ea9093cef34b11a4366bed17665c7e0",
                    "sha256": "4d5d50d3ed6c93509d999e81c6ccdcc883dd6d7dd8c294c90dd72d9bde6a6327"
                },
                "downloads": -1,
                "filename": "signatory-1.1.3-cp37-cp37m-win_amd64.whl",
                "has_sig": false,
                "md5_digest": "3ea9093cef34b11a4366bed17665c7e0",
                "packagetype": "bdist_wheel",
                "python_version": "cp37",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 251951,
                "upload_time": "2019-09-27T20:55:18",
                "url": "https://files.pythonhosted.org/packages/07/74/510df9feba99ed97e7a05401789376578d1f45fabb584d7a5275d4e4b8db/signatory-1.1.3-cp37-cp37m-win_amd64.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "c1d1ccbf143c7e46b5e6d93c9e6b21c2",
                    "sha256": "cca07ac4fd4f680fb104683e0f256f032f2bcf3747e9caa5a6d8ab25f66b80fd"
                },
                "downloads": -1,
                "filename": "signatory-1.1.3.tar.gz",
                "has_sig": false,
                "md5_digest": "c1d1ccbf143c7e46b5e6d93c9e6b21c2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
                "size": 43198,
                "upload_time": "2019-09-27T20:47:36",
                "url": "https://files.pythonhosted.org/packages/55/7a/b97fb8c2ddab25a0a0853ba1e4b28c6b38fc6670fd3b75d649cd4c1ba3cc/signatory-1.1.3.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "9f37ecabb6a74e08b87c14fec4c09778",
                "sha256": "824d78d0bb97e51e6e479b18910b0681a5aebce85386f09bacfad4d3ab1a4a09"
            },
            "downloads": -1,
            "filename": "signatory-1.1.3-cp27-cp27m-macosx_10_6_x86_64.whl",
            "has_sig": false,
            "md5_digest": "9f37ecabb6a74e08b87c14fec4c09778",
            "packagetype": "bdist_wheel",
            "python_version": "cp27",
            "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
            "size": 229452,
            "upload_time": "2019-09-27T20:50:38",
            "url": "https://files.pythonhosted.org/packages/dd/7a/ac0719a16e2a6b4cb8b8e77700a7980b2ca278a561da4665e1aa02dfcfe6/signatory-1.1.3-cp27-cp27m-macosx_10_6_x86_64.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "b9af6739557785b068d1730d562d5b3c",
                "sha256": "8e1bd547c8552cb99392837dcd099352e70d54ecb8be72d4f1dadba59925fce7"
            },
            "downloads": -1,
            "filename": "signatory-1.1.3-cp35-cp35m-macosx_10_6_x86_64.whl",
            "has_sig": false,
            "md5_digest": "b9af6739557785b068d1730d562d5b3c",
            "packagetype": "bdist_wheel",
            "python_version": "cp35",
            "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
            "size": 224158,
            "upload_time": "2019-09-27T20:50:26",
            "url": "https://files.pythonhosted.org/packages/3a/fb/25cffcb14f06702e9d1d8e7a602a7249e603a524e7201c7ad2ef05028f09/signatory-1.1.3-cp35-cp35m-macosx_10_6_x86_64.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "d8ead84c5f396ccf45209e85ed47f32b",
                "sha256": "fce038d3f0336fed1fe010001c13d80aef7e47ab0b4e185fb44811838b6bdff0"
            },
            "downloads": -1,
            "filename": "signatory-1.1.3-cp35-cp35m-win_amd64.whl",
            "has_sig": false,
            "md5_digest": "d8ead84c5f396ccf45209e85ed47f32b",
            "packagetype": "bdist_wheel",
            "python_version": "cp35",
            "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
            "size": 246519,
            "upload_time": "2019-09-27T20:55:33",
            "url": "https://files.pythonhosted.org/packages/f3/bf/93452b2750ab8900840b56bc172b8782fb1fe1c4524ef3cbf04cafdb251c/signatory-1.1.3-cp35-cp35m-win_amd64.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "5664b809713a27e8f20dcceefaedbf19",
                "sha256": "6eb6dcf14dbd77c1447caf6c3d2683bb8e0a52b927da897dde01c148a29f0bf3"
            },
            "downloads": -1,
            "filename": "signatory-1.1.3-cp36-cp36m-macosx_10_7_x86_64.whl",
            "has_sig": false,
            "md5_digest": "5664b809713a27e8f20dcceefaedbf19",
            "packagetype": "bdist_wheel",
            "python_version": "cp36",
            "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
            "size": 228284,
            "upload_time": "2019-09-27T20:49:55",
            "url": "https://files.pythonhosted.org/packages/f6/5b/f203976427006c4c4dcd6b62c59ee1607fbc700e1273ca2c008980bf21aa/signatory-1.1.3-cp36-cp36m-macosx_10_7_x86_64.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "f3bf34d110791929b63013484e9f2444",
                "sha256": "02e6ba29c4c6a2522816f1dff1cd3ddec5422f81544b060a91c8d581935ca15c"
            },
            "downloads": -1,
            "filename": "signatory-1.1.3-cp36-cp36m-win_amd64.whl",
            "has_sig": false,
            "md5_digest": "f3bf34d110791929b63013484e9f2444",
            "packagetype": "bdist_wheel",
            "python_version": "cp36",
            "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
            "size": 250662,
            "upload_time": "2019-09-27T20:55:28",
            "url": "https://files.pythonhosted.org/packages/f6/7a/3197f4c917e4a5cce448cbac08bafa050c6255405340cb86d1e1181511d1/signatory-1.1.3-cp36-cp36m-win_amd64.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "00562086e4683cebd38686803c230551",
                "sha256": "8b6a314df830c5c34812d30d43d7087cac4c4e3d9eda1bc1e59a828ec8c42792"
            },
            "downloads": -1,
            "filename": "signatory-1.1.3-cp37-cp37m-macosx_10_7_x86_64.whl",
            "has_sig": false,
            "md5_digest": "00562086e4683cebd38686803c230551",
            "packagetype": "bdist_wheel",
            "python_version": "cp37",
            "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
            "size": 228338,
            "upload_time": "2019-09-27T20:50:01",
            "url": "https://files.pythonhosted.org/packages/71/86/e92987b4194fa094e2581f04b4ccafb7f13017175381765c97f303ad351b/signatory-1.1.3-cp37-cp37m-macosx_10_7_x86_64.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "3ea9093cef34b11a4366bed17665c7e0",
                "sha256": "4d5d50d3ed6c93509d999e81c6ccdcc883dd6d7dd8c294c90dd72d9bde6a6327"
            },
            "downloads": -1,
            "filename": "signatory-1.1.3-cp37-cp37m-win_amd64.whl",
            "has_sig": false,
            "md5_digest": "3ea9093cef34b11a4366bed17665c7e0",
            "packagetype": "bdist_wheel",
            "python_version": "cp37",
            "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
            "size": 251951,
            "upload_time": "2019-09-27T20:55:18",
            "url": "https://files.pythonhosted.org/packages/07/74/510df9feba99ed97e7a05401789376578d1f45fabb584d7a5275d4e4b8db/signatory-1.1.3-cp37-cp37m-win_amd64.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "c1d1ccbf143c7e46b5e6d93c9e6b21c2",
                "sha256": "cca07ac4fd4f680fb104683e0f256f032f2bcf3747e9caa5a6d8ab25f66b80fd"
            },
            "downloads": -1,
            "filename": "signatory-1.1.3.tar.gz",
            "has_sig": false,
            "md5_digest": "c1d1ccbf143c7e46b5e6d93c9e6b21c2",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4",
            "size": 43198,
            "upload_time": "2019-09-27T20:47:36",
            "url": "https://files.pythonhosted.org/packages/55/7a/b97fb8c2ddab25a0a0853ba1e4b28c6b38fc6670fd3b75d649cd4c1ba3cc/signatory-1.1.3.tar.gz"
        }
    ]
}