{ "info": { "author": "", "author_email": "", "bugtrack_url": null, "classifiers": [ "Development Status :: 3 - Alpha", "Environment :: Console", "Intended Audience :: Science/Research", "License :: OSI Approved :: Apache Software License", "Natural Language :: English", "Operating System :: POSIX", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3 :: Only", "Topic :: Text Processing :: Linguistic" ], "description": "VSMlib\n******\n\n.. image:: https://api.travis-ci.org/undertherain/vsmlib.svg?branch=master\n :target: https://travis-ci.org/undertherain/vsmlib\n :alt: build status from Travis CI\n\n.. image:: https://coveralls.io/repos/github/undertherain/vsmlib/badge.svg?branch=master\n :target: https://coveralls.io/github/undertherain/vsmlib?branch=master\n :alt: coveralls badge\n\n.. image:: https://badge.fury.io/py/vsmlib.svg\n :target: https://badge.fury.io/py/vsmlib\n :alt: pypi version\n\nVSMlibs helps to perform a range of tasks within a framework of vector space models of computational linguistics.\n\nWhat functionality is included\n==============================\n\n* creating word embeddings by counting and neural-based methods, including sub-word-level models\n* importing and exporting from a banch of popular formats of word embeddings and providing unified access to word-vectors\n* perfroming a range of downstream tasks / benchmarks on embeddings\n* visualising embeddings\n\nHow do I get set up?\n====================\n\n* ``pip3 install vsmlib`` for stable version\n* ``pip3 install git+https://github.com/undertherain/vsmlib.git`` for latest dev version\n* Python 3.5 or later is required\n\n\n\ud83d\udcd6 Documentation\n================\n\n=================== ===\n`Tutorial`_ vsmlib overview and end-to-end examples.\n`API Reference`_ The detailed reference for vsmlib API.\n`Contribute`_ How to contribute to the vsmlib project and code base.\n=================== ===\n\n.. _Tutorial: http://vsmlib.readthedocs.io/en/latest/tutorial/index.html\n.. _API Reference: http://vsmlib.readthedocs.io/en/latest/reference/index.html\n.. _Contribute: http://vsmlib.readthedocs.io/en/latest/tutorial/contribution.html\n\n\nWho do I talk to?\n=================\n\n* Issue tracker is the way to go\n\n", "description_content_type": null, "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "http://vsm.blackbird.pw/", "keywords": "NLP,linguistics,language", "license": "", "maintainer": "", "maintainer_email": "", "name": "vsmlib", "package_url": "https://pypi.org/project/vsmlib/", "platform": "", "project_url": "https://pypi.org/project/vsmlib/", "project_urls": { "Homepage": "http://vsm.blackbird.pw/" }, "release_url": "https://pypi.org/project/vsmlib/0.1.22/", "requires_dist": [ "numpy", "scipy", "sklearn", "matplotlib", "brewer2mpl", "tables", "tqdm", "progressbar2", "pyyaml", "chainer", "system-query", "pillow" ], "requires_python": "", "summary": "toolbox for various tasks in the area of vector space models of computational linguistic", "version": "0.1.22" }, "last_serial": 3404463, "releases": { "0.1": [ { "comment_text": "", "digests": { "md5": "ee42e6a12f15217fb6ba0570155d4921", "sha256": "12da68a3ed7a7be29b020a1b41248d4c60e3a3db85256183777e53af62341893" }, "downloads": -1, "filename": "vsmlib-0.1-py3-none-any.whl", "has_sig": false, "md5_digest": "ee42e6a12f15217fb6ba0570155d4921", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 18858, "upload_time": "2017-07-12T01:10:11", "url": "https://files.pythonhosted.org/packages/6d/37/59e59ca32cc8b78c373913dc908031b0f0bad582eaf4d9205424628a4fbd/vsmlib-0.1-py3-none-any.whl" } ], "0.1.1": [ { "comment_text": "", "digests": { "md5": "de33e73a332ca7e7bc589a18427fb317", "sha256": "9ed91b20f0e9a2c4bff6e23a589f1d92fd0fc36b790ea39ef06fa8ec9559ddef" }, "downloads": -1, "filename": "vsmlib-0.1.1-py3-none-any.whl", "has_sig": false, "md5_digest": "de33e73a332ca7e7bc589a18427fb317", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 18958, "upload_time": "2017-07-12T01:19:41", "url": "https://files.pythonhosted.org/packages/09/65/732f14f555bf648a6482e97ddea17fee1e970035bc470ff3d77152524a09/vsmlib-0.1.1-py3-none-any.whl" } ], "0.1.10": [ { "comment_text": "", "digests": { "md5": "c97331f8bffd91d1eaa97ac616af1941", "sha256": "47aa4440c6bbf3e6c2ad7888858fcea464eebae95f4f9d92e98f9b00afcc56f2" }, "downloads": -1, "filename": "vsmlib-0.1.10-py3-none-any.whl", "has_sig": false, "md5_digest": "c97331f8bffd91d1eaa97ac616af1941", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 37901, "upload_time": "2017-08-29T07:38:39", "url": "https://files.pythonhosted.org/packages/87/d5/1d0c2412cddb9b466a2b90c82f75465f1fc2f345631ac38694364da9c5db/vsmlib-0.1.10-py3-none-any.whl" } ], "0.1.13": [ { "comment_text": "", "digests": { "md5": "e85219a8bbd8938a433e83a2687168b7", "sha256": "f4ec89b66780af44320280623a903b06fc919471f9bebd4de6f3ae9d15668bc9" }, "downloads": -1, "filename": "vsmlib-0.1.13-py3-none-any.whl", "has_sig": false, "md5_digest": "e85219a8bbd8938a433e83a2687168b7", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 39693, "upload_time": "2017-09-15T13:59:44", "url": "https://files.pythonhosted.org/packages/00/16/fe114ee95d66cebd721ab9f45a5e3eda5ad68ba66ea831b3a8f1651b58e1/vsmlib-0.1.13-py3-none-any.whl" } ], "0.1.14": [ { "comment_text": "", "digests": { "md5": "a878205e2567d844b6463b645964357d", "sha256": "21b26f8eac2a6f765c6d7bc0e686330bd4ef7fc2ecf0d70a60f6548346107537" }, "downloads": -1, "filename": "vsmlib-0.1.14-py3-none-any.whl", "has_sig": false, "md5_digest": "a878205e2567d844b6463b645964357d", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 39929, "upload_time": "2017-09-27T22:55:37", "url": "https://files.pythonhosted.org/packages/91/2a/9372267e4cc00cac7d8993b1689de63b3314457dac2da8e5fce33c342ccc/vsmlib-0.1.14-py3-none-any.whl" } ], "0.1.15": [ { "comment_text": "", "digests": { "md5": "9350c66560378269f3da0ef7bb4a5cac", "sha256": "c1127fbc093c343878112e40482e01c3d0bf33994392bad450cd62815fbeda29" }, "downloads": -1, "filename": "vsmlib-0.1.15-py3-none-any.whl", "has_sig": false, "md5_digest": "9350c66560378269f3da0ef7bb4a5cac", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 40311, "upload_time": "2017-09-28T02:32:00", "url": "https://files.pythonhosted.org/packages/a0/53/d164a425670aee5e5411ccf66d69cae76b368f805d9864d8138bbfaf00c3/vsmlib-0.1.15-py3-none-any.whl" } ], "0.1.17": [ { "comment_text": "", "digests": { "md5": "d8f5731dac0b55e6717bd885442287d0", "sha256": "d042b24ee788fce6ed2a36d8011e93d7d7cb1cf4026b92f8e4a956f11e2df0c2" }, "downloads": -1, "filename": "vsmlib-0.1.17-py3-none-any.whl", "has_sig": false, "md5_digest": "d8f5731dac0b55e6717bd885442287d0", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 40742, "upload_time": "2017-10-06T15:37:19", "url": "https://files.pythonhosted.org/packages/0a/de/cadcbe960e5f113b720ba90cb7c8c497eaef08895fe360c05105aa0af881/vsmlib-0.1.17-py3-none-any.whl" } ], "0.1.18": [ { "comment_text": "", "digests": { "md5": "c2e1ceb3564fee1904173b91d4e16d51", "sha256": "ec3b8919426ec7df0253c70ffc6840845a4aef2406cee2b34185f77ab7456852" }, "downloads": -1, "filename": "vsmlib-0.1.18-py3-none-any.whl", "has_sig": false, "md5_digest": "c2e1ceb3564fee1904173b91d4e16d51", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 37917, "upload_time": "2017-10-12T06:07:49", "url": "https://files.pythonhosted.org/packages/72/b2/2398a4ac937faefdaaf49b4bb76b8f1d1814c87bc7e55522fdc467a723ed/vsmlib-0.1.18-py3-none-any.whl" } ], "0.1.19": [ { "comment_text": "", "digests": { "md5": "95fdfdc05260be6caa3bbf35be19b9d5", "sha256": "ce68afdb2180cc25e0b972ef3562c11adf1e5b82b5d74b0f3b90520898e19dd2" }, "downloads": -1, "filename": "vsmlib-0.1.19-py3-none-any.whl", "has_sig": false, "md5_digest": "95fdfdc05260be6caa3bbf35be19b9d5", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 46158, "upload_time": "2017-10-26T23:12:08", "url": "https://files.pythonhosted.org/packages/7b/11/f9b9e3afdd02c4f99d117143977c5fc80b1436d1559a42082e5a0b3a9692/vsmlib-0.1.19-py3-none-any.whl" } ], "0.1.2": [ { "comment_text": "", "digests": { "md5": "cd006d8c8b362414b12af7465d65cf34", "sha256": "5e638e68fd75e4c3b14060dc060813a4c87029b4eccad2be7e56ec27dfb3bb74" }, "downloads": -1, "filename": "vsmlib-0.1.2-py3-none-any.whl", "has_sig": false, "md5_digest": "cd006d8c8b362414b12af7465d65cf34", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 18959, "upload_time": "2017-07-12T01:22:42", "url": "https://files.pythonhosted.org/packages/c9/24/fd795ecd938f2e306ac69a40aaad8ecadf6068efc89badc38837a3f4244e/vsmlib-0.1.2-py3-none-any.whl" } ], "0.1.20": [ { "comment_text": "", "digests": { "md5": "85e5fb82415952782e2215713a87fb99", "sha256": "9cf88d62a9ba301f84bac2096ce98eff11f2fb6cad027871b90dbcff8de985f5" }, "downloads": -1, "filename": "vsmlib-0.1.20-py3-none-any.whl", "has_sig": false, "md5_digest": "85e5fb82415952782e2215713a87fb99", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 60528, "upload_time": "2017-12-06T14:24:55", "url": "https://files.pythonhosted.org/packages/5a/ac/82788e926634059a0ec9448886f6bb14e5b27c0a9c76ecbfbfed3a521bb4/vsmlib-0.1.20-py3-none-any.whl" } ], "0.1.21": [ { "comment_text": "", "digests": { "md5": "dcd6a089bbaca50c6a5e757f790b640f", "sha256": "f1c9eaf5cc3808b36518564ffb0a5a07fc469d08eaeca284c022b24f615b81cd" }, "downloads": -1, "filename": "vsmlib-0.1.21-py3-none-any.whl", "has_sig": false, "md5_digest": "dcd6a089bbaca50c6a5e757f790b640f", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 60527, "upload_time": "2017-12-10T00:21:29", "url": "https://files.pythonhosted.org/packages/4a/3e/9db8a25ce2f1fc02751ecd80a8357c7b097cd8dae0f90fd451e438c3d5e8/vsmlib-0.1.21-py3-none-any.whl" } ], "0.1.22": [ { "comment_text": "", "digests": { "md5": "d7b6d6a58c701429a4d44b13bef3991f", "sha256": "b3d2476b8c5474d18728397d424d3daab5e582c0ef8d8c8d7649a8ede2c505d5" }, "downloads": -1, "filename": "vsmlib-0.1.22-py3-none-any.whl", "has_sig": false, "md5_digest": "d7b6d6a58c701429a4d44b13bef3991f", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 60524, "upload_time": "2017-12-10T01:01:34", "url": "https://files.pythonhosted.org/packages/5d/69/f93b767ad7ecb6c73fff44e549b692c9e04917e41ce093dea1d318c7bfce/vsmlib-0.1.22-py3-none-any.whl" } ], "0.1.3": [ { "comment_text": "", "digests": { "md5": "119b431788ec462f1405504af2fd4655", "sha256": "f00ece2a5dd208b2d6a721965143fd812b7fe746210bfb0ede1f65d6ea6d1cc6" }, "downloads": -1, "filename": "vsmlib-0.1.3-py3-none-any.whl", "has_sig": false, "md5_digest": "119b431788ec462f1405504af2fd4655", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 19584, "upload_time": "2017-07-12T07:28:37", "url": "https://files.pythonhosted.org/packages/bc/27/f64cf99103e649b2b80f6647a63b981b3f9ebfbc3c609608984ca9f61aa2/vsmlib-0.1.3-py3-none-any.whl" } ], "0.1.4": [ { "comment_text": "", "digests": { "md5": "33704d5326922e1fef39f395ff38f02a", "sha256": "2215aa7e38a2f12401e95db0f97c1ba42041e19ab898918bb5ab9e83868b2150" }, "downloads": -1, "filename": "vsmlib-0.1.4-py3-none-any.whl", "has_sig": false, "md5_digest": "33704d5326922e1fef39f395ff38f02a", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 20279, "upload_time": "2017-07-14T02:50:31", "url": "https://files.pythonhosted.org/packages/5b/d6/80ff26508c064353d3c162102e42465996cc606b7ccad2a1791dea690520/vsmlib-0.1.4-py3-none-any.whl" } ], "0.1.6": [ { "comment_text": "", "digests": { "md5": "805b6bd6b03e4474c2d77d59856c1a5c", "sha256": "ef5be188669ad1f9fdb7c1a9078f315d4ee68c9773487cadee5218246e40d737" }, "downloads": -1, "filename": "vsmlib-0.1.6-py3-none-any.whl", "has_sig": false, "md5_digest": "805b6bd6b03e4474c2d77d59856c1a5c", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 21599, "upload_time": "2017-07-21T23:01:46", "url": "https://files.pythonhosted.org/packages/36/04/74cd57fa45da50a010023e07655e9a3820c2cb40451bd62c126ec49ed3ab/vsmlib-0.1.6-py3-none-any.whl" } ], "0.1.7": [ { "comment_text": "", "digests": { "md5": "14d67b544977a7246fa17b657076efa7", "sha256": "48dc7c26ba23d6f62bf4e38df2604b25e535a3b10377de7d8e34b4de506ab575" }, "downloads": -1, "filename": "vsmlib-0.1.7-py3-none-any.whl", "has_sig": false, "md5_digest": "14d67b544977a7246fa17b657076efa7", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 28569, "upload_time": "2017-07-21T23:51:57", "url": "https://files.pythonhosted.org/packages/c6/e9/b6bc653ed7bb16811d725be02e310fa97ae99d6250d4026340694da0ba56/vsmlib-0.1.7-py3-none-any.whl" } ], "0.1.8": [ { "comment_text": "", "digests": { "md5": "92a8d9036f58bb06580430a05d513448", "sha256": "9a5fd33ba7bb01e37e1f066abac63d3a1860e83a56900f30e45ede2d0ccd4231" }, "downloads": -1, "filename": "vsmlib-0.1.8-py3-none-any.whl", "has_sig": false, "md5_digest": "92a8d9036f58bb06580430a05d513448", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 37113, "upload_time": "2017-08-04T05:47:51", "url": "https://files.pythonhosted.org/packages/f7/3e/c0695ed1a3a8a02501e6104fa0dad33e4145edcea6a52af00215a37c1170/vsmlib-0.1.8-py3-none-any.whl" } ], "0.1.9": [ { "comment_text": "", "digests": { "md5": "83643c84d398c1f167afa407a1501069", "sha256": "5582d40fa98cb94032407db88c7a347774552d350fb0d2d47396e7646c2c96ae" }, "downloads": -1, "filename": "vsmlib-0.1.9-py3-none-any.whl", "has_sig": false, "md5_digest": "83643c84d398c1f167afa407a1501069", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 37703, "upload_time": "2017-08-04T07:06:33", "url": "https://files.pythonhosted.org/packages/87/f8/3d906e7226e28fe544e5a1798c413df7931b68706bd00b88dc1634596bff/vsmlib-0.1.9-py3-none-any.whl" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "d7b6d6a58c701429a4d44b13bef3991f", "sha256": "b3d2476b8c5474d18728397d424d3daab5e582c0ef8d8c8d7649a8ede2c505d5" }, "downloads": -1, "filename": "vsmlib-0.1.22-py3-none-any.whl", "has_sig": false, "md5_digest": "d7b6d6a58c701429a4d44b13bef3991f", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 60524, "upload_time": "2017-12-10T01:01:34", "url": "https://files.pythonhosted.org/packages/5d/69/f93b767ad7ecb6c73fff44e549b692c9e04917e41ce093dea1d318c7bfce/vsmlib-0.1.22-py3-none-any.whl" } ] }