{
    "info": {
        "author": "Ioannis Siglidis [LiX / DaSciM]",
        "author_email": "y.siglidis@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved",
            "Operating System :: MacOS",
            "Operating System :: POSIX",
            "Operating System :: Unix",
            "Programming Language :: C",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Topic :: Scientific/Engineering",
            "Topic :: Software Development"
        ],
        "description": "# GraKeL: A library for graph kernels\n\n**GraKeL** is a library compatible with the project of [scikit-learn](http://scikit-learn.org/)\n\nInstallation\n=================\n\nThe GraKeL library requires:\n\n* Python (>=2.7, >=3.5)\n* NumPy (>=1.8.2)\n* SciPy (>=0.13.3)\n* Cython (>=0.27.3)\n* cvxopt (>=1.2.0) [optional: lovasz]\n* future (>=0.16.0) (for python 2.7)\n\n\nInstalling Dependencies\n-----------------------\n\nYou can install the dependencies as follows:\n\n```shell\n$ pip install extension>=extension_version\n```\n\nor\n\n```shell\n$ pip install -r requirements.txt\n```\n\nInstalling the *development-version*\n------------------------------------\n\nTo install the *development-version* using [**pip**](https://pypi.org/project/grakel-dev) execute:\n\n```shell\n$ pip install grakel-dev\n```\n\nGetting Started\n===============\nTwo pointers to get you started:\n\n\nTesting\n=======\nYou first need to build the package's c++ extensions\nlocally by executing:\n```shell\n$ python setup.py build_ext -i\n```\n\nTo test the package, execute:\n```shell\n$ nosetests\n```\n\nFor executing unit_tests or use a testing-interface for testing the `kernel` module:\n```shell\n$ python  grakel/tests/test_kernels.py --help\nusage: test_kernels.py [-h] [--verbose] [--problematic] [--slow]\n                       [--ignore_warnings] [--dataset DATASET] [--normalize]\n                       [--develop | --all | --main]\n\nA test file for all kernels\n\noptional arguments:\n  -h, --help         show this help message and exit\n  --verbose          print kernels with their outputs on stdout\n  --problematic      allow execution of problematic test cases in development\n  --slow             allow execution of slow test cases in development\n  --ignore_warnings  ignore warnings produced by kernel executions\n  --dataset DATASET  chose the datset you want the tests to be executed\n  --normalize        normalize the kernel output\n  --develop          execute only tests connected with current development\n  --all              execute all tests\n  --main             execute the main tests [default]\n\n```\n\nFor testing `graph_kernels`:\n```shell\n$ python grakel/tests/test_graph_kernel.py --help\nusage: test_graph_kernels.py [-h] [--verbose] [--problematic] [--slow]\n                             [--normalize] [--ignore_warnings]\n                             [--dataset DATASET] [--develop | --all | --main]\n\nA test file for all kernels\n\noptional arguments:\n  -h, --help         show this help message and exit\n  --verbose          print kernels with their outputs on stdout\n  --problematic      allow execution of problematic test cases in development\n  --slow             allow execution of slow test cases in development\n  --normalize        normalize the kernel output\n  --ignore_warnings  ignore warnings produced by kernel executions\n  --dataset DATASET  chose the datset you want the tests to be executed\n  --develop          execute only tests connected with current development\n  --all              execute all tests\n  --main             execute the main tests [default]\n\n```\n\nAnd for testing the `Graph` class:\n```shell\n$ python grakel/tests/test_graph.py --help\nusage: test_graph.py [-h] [--verbose] [--ignore_warnings]\n\nA test file for all `Graph` type objects\n\noptional arguments:\n  -h, --help         show this help message and exit\n  --verbose          verbose outputs on stdout\n  --ignore_warnings  ignore warnings produced by kernel executions\n```\nYou can also execute the kernel test locally through a *test-main-function* as\n\n```shell\n$ python -m grakel.tests\n```\n\nContributing\n============\nTo learn how to integrate your own kernel and how to contribute to the GraKeL project, please read the sections *Write your own kernel* and *Contributing* in the [Documentation][doc], respectively.\n\n[doc]: https://ysig.github.io/GraKeL/dev/\n[examples]: https://ysig.github.io/GraKeL/dev/auto_examples/index.html\n\nLicense\n=======\nGraKeL comes with a __BSD 3-clause__ license (as with scikit-learn).\nIt contains the C++ source code of [BLISS](http://www.tcs.hut.fi/Software/bliss) (a library for graph isomorphism) which is __LGPL__ licensed.\nFuthermore its optional dependency in the package of [cvxopt](https://cvxopt.org/) (a tool for solving convex-optimization problems) comes with a __GPL__ license.\n\nCitation\n========\nIf you use GraKeL in a scientific publication, please cite our paper:\n\n```\n@article{siglidis2018grakel,\n  title={GraKeL: A Graph Kernel Library in Python},\n  author={Siglidis, Giannis and Nikolentzos, Giannis and Limnios, Stratis and Giatsidis, Christos and Skianis, Konstantinos and Vazirgiannis, Michalis},\n  journal={arXiv preprint arXiv:1806.02193},\n  year={2018}\n}\n```\n\n\n",
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        "keywords": "",
        "license": "BSD",
        "maintainer": "",
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        "name": "grakel-dev",
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        "project_url": "https://pypi.org/project/grakel-dev/",
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            "Documentation": "https://ysig.github.io/GraKeL/dev/",
            "Homepage": "https://ysig.github.io/GraKeL/dev/",
            "Send us Feedback!": "http://www.lix.polytechnique.fr/dascim/contact/",
            "Source": "https://github.com/ysig/GraKeL/tree/develop",
            "Tracker": "https://github.com/ysig/GraKeL/issues"
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