{ "info": { "author": "Akihiko ITOH", "author_email": "itoh.akihiko.5@facebook.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 3 - Alpha", "Environment :: Console", "Intended Audience :: Developers", "Intended Audience :: Science/Research", "License :: OSI Approved :: MIT License", "Natural Language :: English", "Operating System :: OS Independent", "Programming Language :: Python", "Topic :: Internet :: WWW/HTTP :: Dynamic Content :: CGI Tools/Libraries", "Topic :: Software Development :: Libraries :: Python Modules", "Topic :: Utilities" ], "description": "UNKNOWN", "description_content_type": null, "docs_url": null, "download_url": "UNKNOWN", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/AkihikoITOH/MAB", "keywords": "MAB,Multi-Armed Bandits,Machine Learning,Reinforcement Learning", "license": "MIT", "maintainer": null, "maintainer_email": null, "name": "mab", "package_url": "https://pypi.org/project/mab/", "platform": "UNKNOWN", "project_url": "https://pypi.org/project/mab/", "project_urls": { "Download": "UNKNOWN", "Homepage": "https://github.com/AkihikoITOH/MAB" }, "release_url": "https://pypi.org/project/mab/0.1.24/", "requires_dist": null, "requires_python": null, "summary": "Multi-Armed Bandits Algorithms", "version": "0.1.24" }, "last_serial": 2200695, "releases": { "0.1.0": [ { "comment_text": "", "digests": { "md5": "74bc4210bdf88733b02223318b8d2015", "sha256": "d6ad714c158e171417457e09e9f92d80b26c04200433373376b85d2ff1506b57" }, "downloads": -1, "filename": "mab-0.1.0.tar.gz", "has_sig": false, "md5_digest": "74bc4210bdf88733b02223318b8d2015", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10280, "upload_time": "2016-06-28T05:49:55", "url": "https://files.pythonhosted.org/packages/5c/cc/356f49120a9017d67dd9117f836fa88f82a0f929ca387e98d6ce4d2b91cb/mab-0.1.0.tar.gz" } ], "0.1.1": [ { "comment_text": "", "digests": { "md5": "522bd8ae19bf098c16100eb6d96d2655", "sha256": "2a278e76d9b1cb486fb623e43786b10f11fc49a1d778d901b3f94b2057abaaf9" }, "downloads": -1, "filename": "mab-0.1.1.tar.gz", "has_sig": false, "md5_digest": "522bd8ae19bf098c16100eb6d96d2655", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10304, "upload_time": "2016-06-28T18:58:47", "url": "https://files.pythonhosted.org/packages/82/d1/69e4234b6f416cc9bd075b8f48671d02b3f3758207338640a578bd65a96d/mab-0.1.1.tar.gz" } ], "0.1.10": [ { "comment_text": "", "digests": { "md5": "bd5269b06c6dd873cf01d0ce2a516f88", "sha256": "7a099c50f12389ebba773b83c8332846b69d2693a12c8ced85f7994719c0a032" }, "downloads": -1, "filename": "mab-0.1.10.tar.gz", "has_sig": false, "md5_digest": "bd5269b06c6dd873cf01d0ce2a516f88", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10694, "upload_time": "2016-07-02T15:45:43", "url": "https://files.pythonhosted.org/packages/68/8f/b25bdbbe1191546ae722f79880b08e7f7470ab2ff13d3922a8d40be38239/mab-0.1.10.tar.gz" } ], "0.1.11": [ { "comment_text": "", "digests": { "md5": "036ab7b1143d6ca69fd3bd9ae385c5d2", "sha256": "0d27407802f265cee5d24f8a1669682488595af9fbd4b7c2ed4ef9e39b688d3a" }, "downloads": -1, "filename": "mab-0.1.11.tar.gz", "has_sig": false, "md5_digest": "036ab7b1143d6ca69fd3bd9ae385c5d2", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10680, "upload_time": "2016-07-02T16:04:51", "url": "https://files.pythonhosted.org/packages/b2/e7/3303f43a3d416c75dc0c18ef23e28e43e6b633d514a5a0b43ba69ea3f8f7/mab-0.1.11.tar.gz" } ], "0.1.12": [ { "comment_text": "", "digests": { "md5": "b653b3192a8812745c9c924b72cc7e81", "sha256": "d889b2b7d7b566b7661e662f7a74124ab15f241a94879f2ad8c9471669ac58bc" }, "downloads": -1, "filename": "mab-0.1.12.tar.gz", "has_sig": false, "md5_digest": "b653b3192a8812745c9c924b72cc7e81", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10676, "upload_time": "2016-07-02T16:28:30", "url": "https://files.pythonhosted.org/packages/ef/ca/eb4a8c19818116e1c8a21d1b637e1c557e75a803aa62768e825257818db8/mab-0.1.12.tar.gz" } ], "0.1.13": [ { "comment_text": "", "digests": { "md5": "f706e236f9485a6e922428c25e426250", "sha256": "f4e7f3d9534a7826fd041c30fd157cdd21e31153c5cd89dc24a427bf9b130beb" }, "downloads": -1, "filename": "mab-0.1.13.tar.gz", "has_sig": false, "md5_digest": "f706e236f9485a6e922428c25e426250", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10681, "upload_time": "2016-07-02T16:34:51", "url": "https://files.pythonhosted.org/packages/8e/da/a960f0a292635ee38ec4b8c8e9385b1ce33911ea5a64e16a7f9c1f56501b/mab-0.1.13.tar.gz" } ], "0.1.14": [ { "comment_text": "", "digests": { "md5": "bdaebc67b901c39cc1fad3edbb04fd33", "sha256": "77f26698c394ccfc9bd734a921988bdcff12bf010f0f397e0537f33952ac2863" }, "downloads": -1, "filename": "mab-0.1.14.tar.gz", "has_sig": false, "md5_digest": "bdaebc67b901c39cc1fad3edbb04fd33", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10699, "upload_time": "2016-07-03T16:24:38", "url": "https://files.pythonhosted.org/packages/4a/82/b9cf46ae39411bea51ad6252a6cab944796d65508ad18719b8670547bd82/mab-0.1.14.tar.gz" } ], "0.1.15": [ { "comment_text": "", "digests": { "md5": "77c447f50ecddb199eb744a45d618dc2", "sha256": "8d0a9b09b9b74b35cd9409a2cf63d6249ee42792199ecf4d6fe43fc7e1ced1d6" }, "downloads": -1, "filename": "mab-0.1.15.tar.gz", "has_sig": false, "md5_digest": "77c447f50ecddb199eb744a45d618dc2", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10705, "upload_time": "2016-07-03T16:33:10", "url": "https://files.pythonhosted.org/packages/9d/9f/1c308d8bb7438ea170a972c65332e6eee6f3baa9cbc87e2a8011edda5ec6/mab-0.1.15.tar.gz" } ], "0.1.16": [ { "comment_text": "", "digests": { "md5": "15b6ee0b9a9e37911a734f7d3991de0e", "sha256": "73cb8cee4160e01754d78898c18866715d9d2d0c8d106fa1b5d4c0e7924b0591" }, "downloads": -1, "filename": "mab-0.1.16.tar.gz", "has_sig": false, "md5_digest": "15b6ee0b9a9e37911a734f7d3991de0e", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10689, "upload_time": "2016-07-03T16:40:37", "url": "https://files.pythonhosted.org/packages/e2/31/df1d0ea1bd09cd63abffaf2695a93b5d4aa7fbd9e52e4aef01095b750d9c/mab-0.1.16.tar.gz" } ], "0.1.17": [ { "comment_text": "", "digests": { "md5": "ccdc43b95df5241053e2c310e97f0f56", "sha256": "40c5ab1d3ca729b420774e70a9079100e62eb8a2e61905c1ca789c43c9cc9077" }, "downloads": -1, "filename": "mab-0.1.17.tar.gz", "has_sig": false, "md5_digest": "ccdc43b95df5241053e2c310e97f0f56", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10684, "upload_time": "2016-07-03T16:55:19", "url": "https://files.pythonhosted.org/packages/30/6f/017196c2e7b4539c47d09dc20ed64408a7e90b7fa94246383e3c51824963/mab-0.1.17.tar.gz" } ], "0.1.18": [ { "comment_text": "", "digests": { "md5": "4f0dbc314c00c614e0ae27d0c72c3943", "sha256": "55e2a6cb0e49e55b5bb75a4d86dc3faab0040c1b1bc545fcb931b2b4b34fc927" }, "downloads": -1, "filename": "mab-0.1.18.tar.gz", "has_sig": false, "md5_digest": "4f0dbc314c00c614e0ae27d0c72c3943", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10693, "upload_time": "2016-07-03T16:58:49", "url": "https://files.pythonhosted.org/packages/a3/42/1026cd0d8c1abbb81d286ea28cce33e7174215021e419c578be1bad18888/mab-0.1.18.tar.gz" } ], "0.1.19": [ { "comment_text": "", "digests": { "md5": "30ab0025f274ac1f5185d54eec819e0b", "sha256": "7b414b66a30b9d6130a58b0ae92bcd2ed0f8cfea53601bcd94518134e9645662" }, "downloads": -1, "filename": "mab-0.1.19.tar.gz", "has_sig": false, "md5_digest": "30ab0025f274ac1f5185d54eec819e0b", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10695, "upload_time": "2016-07-03T17:01:15", "url": "https://files.pythonhosted.org/packages/1a/95/34c47147566ca89c182ab81a859659c76adb807af0155f9de07e64f7cc9f/mab-0.1.19.tar.gz" } ], "0.1.2": [ { "comment_text": "", "digests": { "md5": "cf98b2b6537393b712a47a7ef1c501cc", "sha256": "b7dddb3751f26e4201ee404021fb15c492799682c8f80b79837c726a84498bde" }, "downloads": -1, "filename": "mab-0.1.2.tar.gz", "has_sig": false, "md5_digest": "cf98b2b6537393b712a47a7ef1c501cc", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10588, "upload_time": "2016-06-29T15:10:43", "url": "https://files.pythonhosted.org/packages/1e/6f/04a7384089777e46438c4cd9150633bdcc64e6132d116fb9298ebf515ad2/mab-0.1.2.tar.gz" } ], "0.1.20": [ { "comment_text": "", "digests": { "md5": "d202a2e16828543509a327f1adddb6eb", "sha256": "33cb01deff2ce020baec1971a061342f8a7ffbfb53a7519b90617c2b45dd7921" }, "downloads": -1, "filename": "mab-0.1.20.tar.gz", "has_sig": false, "md5_digest": "d202a2e16828543509a327f1adddb6eb", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10689, "upload_time": "2016-07-03T17:04:09", "url": "https://files.pythonhosted.org/packages/d6/8a/440b3a11f3c5ea5f061eae7c8a9e7e2fc7871ad34df54ee00d75cfbaaac6/mab-0.1.20.tar.gz" } ], "0.1.21": [ { "comment_text": "", "digests": { "md5": "df92989236d816e8fd1868f7ae8c9c14", "sha256": "edeeac497fc7f361235b8980e2952090a82995462816200d878116e7df8d89d9" }, "downloads": -1, "filename": "mab-0.1.21.tar.gz", "has_sig": false, "md5_digest": "df92989236d816e8fd1868f7ae8c9c14", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10688, "upload_time": "2016-07-03T17:15:12", "url": "https://files.pythonhosted.org/packages/b4/44/d8689621132674b02af1ab04e81a98f48981d7d9cbd6dc84d9c0504a9a8d/mab-0.1.21.tar.gz" } ], "0.1.22": [ { "comment_text": "", "digests": { "md5": "a2c63dfac2aa14e909e8c3bafb097c86", "sha256": "3d593f89d60ab2361db572c0205354859bda90be1d1f329ae9ba8e7abb41f0d6" }, "downloads": -1, "filename": "mab-0.1.22.tar.gz", "has_sig": false, "md5_digest": "a2c63dfac2aa14e909e8c3bafb097c86", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10687, "upload_time": "2016-07-03T17:18:29", "url": "https://files.pythonhosted.org/packages/87/c3/20d0bde9852fd50c4239b4ba7932129b221400505828c6a004ecbfc47941/mab-0.1.22.tar.gz" } ], "0.1.23": [ { "comment_text": "", "digests": { "md5": "082023327206c0ddbd755e414f972c2a", "sha256": "678917a2b1c55041316f2c49c17a602a09f8b6bf05f19ef0b0af9954c0f0dc0e" }, "downloads": -1, "filename": "mab-0.1.23.tar.gz", "has_sig": false, "md5_digest": "082023327206c0ddbd755e414f972c2a", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10692, "upload_time": "2016-07-03T17:25:28", "url": "https://files.pythonhosted.org/packages/66/ab/c64655f2944f24c70e0a414646c191451b72db7188e075970023f978f40d/mab-0.1.23.tar.gz" } ], "0.1.24": [ { "comment_text": "", "digests": { "md5": "32cf6c30bc15daf17525f1c4b6a4b47a", "sha256": "2f11111b949de5df4a520e892d708e48de02305208196abb96f345c192f0767c" }, "downloads": -1, "filename": "mab-0.1.24.tar.gz", "has_sig": false, "md5_digest": "32cf6c30bc15daf17525f1c4b6a4b47a", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10704, "upload_time": "2016-07-03T17:46:10", "url": "https://files.pythonhosted.org/packages/f7/5a/ed5a2c67bcb34bcd0f9f816ce0d9650d1110a6e85491bf8a5dd5fcf1406d/mab-0.1.24.tar.gz" } ], "0.1.3": [ { "comment_text": "", "digests": { "md5": "bed07445ce132818958ae3ce37cf942f", "sha256": "b25e49235f691ce0f9b4def590a651ce012c27d908e2915d3cfa6e94dd38bb72" }, "downloads": -1, "filename": "mab-0.1.3.tar.gz", "has_sig": false, "md5_digest": "bed07445ce132818958ae3ce37cf942f", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10621, "upload_time": "2016-06-29T19:52:02", "url": "https://files.pythonhosted.org/packages/bf/71/5409cc06a905dce668539b8044ea9600e4c09df263e9ccf2d0a138891215/mab-0.1.3.tar.gz" } ], "0.1.4": [ { "comment_text": "", "digests": { "md5": "14e3e62f389888f1cac24970c66923c2", "sha256": "dfeee36531c4ac951eaaf443b9716425e3c93ca67d800a14ae12b5ac4fdd89ab" }, "downloads": -1, "filename": "mab-0.1.4.tar.gz", "has_sig": false, "md5_digest": "14e3e62f389888f1cac24970c66923c2", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10611, "upload_time": "2016-06-29T20:24:50", "url": "https://files.pythonhosted.org/packages/87/76/a0b49c7bcf17aea16297ec2cd86dd7ab1d5523a8dd491ea20f49a4e20236/mab-0.1.4.tar.gz" } ], "0.1.5": [ { "comment_text": "", "digests": { "md5": "f998629274d91df3a193496a7198b2b1", "sha256": "937d1512b837255d8e38d649186739807d006f928c7c888c426e251abb0e9dbe" }, "downloads": -1, "filename": "mab-0.1.5.tar.gz", "has_sig": false, "md5_digest": "f998629274d91df3a193496a7198b2b1", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10634, "upload_time": "2016-06-29T20:51:50", "url": "https://files.pythonhosted.org/packages/75/b8/cb5d5d3582eca784aebed9a47c7ed5a0473bf836c49393ac78923c17b391/mab-0.1.5.tar.gz" } ], "0.1.6": [ { "comment_text": "", "digests": { "md5": "e4da44b9b1c2c2a42906d06d3d92bce3", "sha256": "8e7b0826ad021461c42fc0226efa0a2ae6efabe814794a56ae194cc1d0f43436" }, "downloads": -1, "filename": "mab-0.1.6.tar.gz", "has_sig": false, "md5_digest": "e4da44b9b1c2c2a42906d06d3d92bce3", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10644, "upload_time": "2016-06-30T20:25:49", "url": "https://files.pythonhosted.org/packages/97/15/e881875f54a36f67800917b48a63cbeeadf52da49ba1e687920d5652cd4d/mab-0.1.6.tar.gz" } ], "0.1.7": [ { "comment_text": "", "digests": { "md5": "3718c4fadd093540dbe79924bd917b61", "sha256": "ba85c0097a738aac025d046b57cd55b2f2efc942cbde34b066cd64dfb5d7bc0c" }, "downloads": -1, "filename": "mab-0.1.7.tar.gz", "has_sig": false, "md5_digest": "3718c4fadd093540dbe79924bd917b61", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10649, "upload_time": "2016-06-30T21:13:48", "url": "https://files.pythonhosted.org/packages/96/20/baf89c8e4b32330a818a5583b3c3cf7db7779808aea21c6be93731ad6509/mab-0.1.7.tar.gz" } ], "0.1.8": [ { "comment_text": "", "digests": { "md5": "72e360ce398ba7258199cb9404476e98", "sha256": "8bd3d5bef3384e1290adf820de4b84da67663b8600c4dc7287481417320e0ba6" }, "downloads": -1, "filename": "mab-0.1.8.tar.gz", "has_sig": false, "md5_digest": "72e360ce398ba7258199cb9404476e98", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10641, "upload_time": "2016-06-30T21:36:22", "url": "https://files.pythonhosted.org/packages/bb/06/0a6efda38f53bc27c242fc7dac45fe10402c96b164cafcfc45c3cc299881/mab-0.1.8.tar.gz" } ], "0.1.9": [ { "comment_text": "", "digests": { "md5": "bf167bacc77f815b316c78268b6059c1", "sha256": "21a8a07d97a038643734f5c449cec3e58d99c8e0f9c439c4baf06ea9cb93d2f1" }, "downloads": -1, "filename": "mab-0.1.9.tar.gz", "has_sig": false, "md5_digest": "bf167bacc77f815b316c78268b6059c1", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10650, "upload_time": "2016-06-30T21:54:18", "url": "https://files.pythonhosted.org/packages/f4/bf/899402eba3782e5963be0b74683280c28dcf77616b7a8e2989a8fd391793/mab-0.1.9.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "32cf6c30bc15daf17525f1c4b6a4b47a", "sha256": "2f11111b949de5df4a520e892d708e48de02305208196abb96f345c192f0767c" }, "downloads": -1, "filename": "mab-0.1.24.tar.gz", "has_sig": false, "md5_digest": "32cf6c30bc15daf17525f1c4b6a4b47a", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10704, "upload_time": "2016-07-03T17:46:10", "url": "https://files.pythonhosted.org/packages/f7/5a/ed5a2c67bcb34bcd0f9f816ce0d9650d1110a6e85491bf8a5dd5fcf1406d/mab-0.1.24.tar.gz" } ] }