{ "info": { "author": "Sebastian Flennerhag", "author_email": "sebastianflennerhag@hotmail.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "License :: OSI Approved :: MIT License", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: POSIX", "Operating System :: Unix", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Topic :: Scientific/Engineering", "Topic :: Scientific/Engineering :: Artificial Intelligence" ], "description": "\nA library for memory efficient parallelized Ensemble learning\n\nDocumentation available at:\n - http://mlens.readthedocs.io/en/latest/\n - https://github.com/flennerhag/mlens\n\nContact\n=======\nFor questions and comments reach out to sebastianflennerhag@hotmail.com.\n\nThis project is hosted at https://github.com/flennerhag/mlens\n\n\n", "description_content_type": "", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/flennerhag/mlens", "keywords": "", "license": "MIT", "maintainer": "", "maintainer_email": "", "name": "mlens", "package_url": "https://pypi.org/project/mlens/", "platform": "any", "project_url": "https://pypi.org/project/mlens/", "project_urls": { "Homepage": "https://github.com/flennerhag/mlens" }, "release_url": "https://pypi.org/project/mlens/0.2.3/", "requires_dist": [ "numpy (>=1.11)", "scipy (>=0.17)" ], "requires_python": "", "summary": "Machine Learning Ensemble Library", "version": "0.2.3" }, "last_serial": 4433538, "releases": { "0.1.1": [ { "comment_text": "", "digests": { "md5": "9bcbe54cbaab994f51ae5173a0391544", "sha256": "f9ddacc77729eb426739a30fb93e843d72b28b71ab9338b83f512bc831e337e4" }, "downloads": -1, "filename": "mlens-0.1.1.tar.gz", "has_sig": false, "md5_digest": "9bcbe54cbaab994f51ae5173a0391544", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 143457, "upload_time": "2017-04-09T23:27:03", "url": "https://files.pythonhosted.org/packages/9f/dc/7d7644068295a1ef6e42e4c62a10851f9ab7db3d081185cc840fa46d66f4/mlens-0.1.1.tar.gz" } ], "0.1.2": [ { "comment_text": "", "digests": { "md5": "d164f597d0da7026ed076e80ca599970", "sha256": "5c3d63c38d07b69bba4dd0f29549853e87bb566f2297a11b1ed5b5364de44528" }, "downloads": -1, "filename": "mlens-0.1.2-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "d164f597d0da7026ed076e80ca599970", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 196650, "upload_time": "2017-05-18T09:29:19", "url": "https://files.pythonhosted.org/packages/e0/07/216bfcf36f2fdd19f58f629ae1297136c9eaabf9bd5aa5f726b8b02c1cb6/mlens-0.1.2-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "af1dec25d03f0bfd207645d4d752caa9", "sha256": "0f6a633f13ba6a22aafc8304a1dbb3751c225bd6486d3480716340e044667b25" }, "downloads": -1, "filename": "mlens-0.1.2.tar.gz", "has_sig": false, "md5_digest": "af1dec25d03f0bfd207645d4d752caa9", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 157814, "upload_time": "2017-05-18T09:29:21", "url": "https://files.pythonhosted.org/packages/3b/f3/9ee7c148ee55778396fa401946be1b172af37d22abcb153d2c4506a24b34/mlens-0.1.2.tar.gz" } ], "0.1.3": [ { "comment_text": "", "digests": { "md5": "bdeb488a2ccafe1b713648243908371a", "sha256": "570fce6f6cef6ccb91a0d56635e5a41b54986bb815c0f8bf36450a8bc3d9a746" }, "downloads": -1, "filename": "mlens-0.1.3-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "bdeb488a2ccafe1b713648243908371a", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 196826, "upload_time": "2017-05-30T18:03:24", "url": "https://files.pythonhosted.org/packages/31/79/4971b668136822e7eb118a688e724e35e5a144d50ac28967936f1635a5ec/mlens-0.1.3-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "25461ade519bbda1b65ebc4c5f434031", "sha256": "d230d5624d2b5063ef044929492c4b2dae8eb89422d53f14070ec2b7b945d3a8" }, "downloads": -1, "filename": "mlens-0.1.3.tar.gz", "has_sig": false, "md5_digest": "25461ade519bbda1b65ebc4c5f434031", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 158015, "upload_time": "2017-05-30T18:03:27", "url": "https://files.pythonhosted.org/packages/07/65/7a033549be6aa7a53e3f8ef024bb5f4d388daa2c636f8521d2c490d1df89/mlens-0.1.3.tar.gz" } ], "0.1.4": [ { "comment_text": "", "digests": { "md5": "a94ad4468a01e2eb5033465b41d8e87f", "sha256": "3d21ae47b1c5235dace8811275299c5e6e875b01265e98af0365016e990101c3" }, "downloads": -1, "filename": "mlens-0.1.4-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "a94ad4468a01e2eb5033465b41d8e87f", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 204055, "upload_time": "2017-07-13T08:28:25", "url": "https://files.pythonhosted.org/packages/0e/96/1f67f0562262f93d9ad799c5424d7b35765c201e93cd0551c4bbb122cbcd/mlens-0.1.4-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "5cf8914d797ef5a6d042ad17317f17d5", "sha256": "1e62426f020d7393ac2078e382b3905c4632c109d80f1caee397616b9209382e" }, "downloads": -1, "filename": "mlens-0.1.4.tar.gz", "has_sig": false, "md5_digest": "5cf8914d797ef5a6d042ad17317f17d5", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 163602, "upload_time": "2017-07-13T08:28:27", "url": "https://files.pythonhosted.org/packages/fa/c8/a13ebc2eacd67d7e8168f72027696cbe41d46d283005ec77a0cb4f57db05/mlens-0.1.4.tar.gz" } ], "0.1.5": [ { "comment_text": "", "digests": { "md5": "5864009897b7ce5c25b97e39c4c8c70a", "sha256": "aba446b557019a98d46b85d12c14159759c91ce871fc27e1e0d41d720c6edf41" }, "downloads": -1, "filename": "mlens-0.1.5-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "5864009897b7ce5c25b97e39c4c8c70a", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 205467, "upload_time": "2017-07-18T15:51:22", "url": "https://files.pythonhosted.org/packages/2f/a1/b658a68b7ca9522fa0909d373819ba14df255cff4d3ef38d2a5dccfd556c/mlens-0.1.5-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "060115109f1553d5ef673fb91c196250", "sha256": "16effb8076c8cb01a84dc0f751b2f1f40e631564980b47a30de86e3fea4cc5b3" }, "downloads": -1, "filename": "mlens-0.1.5.tar.gz", "has_sig": false, "md5_digest": "060115109f1553d5ef673fb91c196250", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 164494, "upload_time": "2017-07-18T15:51:29", "url": "https://files.pythonhosted.org/packages/28/25/127c9f638e74c9029de4813fb1f48318927b88ce71f18b0b40806948367e/mlens-0.1.5.tar.gz" } ], "0.1.5.1": [ { "comment_text": "", "digests": { "md5": "00a389289be693ce5b5ac2a8423f491d", "sha256": "83e0f9ed7b055655e24f6c00076ffabb16c5f37465b122b02073db60d7cc3f6c" }, "downloads": -1, "filename": "mlens-0.1.5.1-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "00a389289be693ce5b5ac2a8423f491d", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 205500, "upload_time": "2017-07-25T12:39:56", "url": "https://files.pythonhosted.org/packages/55/af/6e3ad1145e0d2e825922fed2a7331f618342fd85e457380b0751a570d92b/mlens-0.1.5.1-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "65f5ac378503cd4e8e487f01bd5863b7", "sha256": "cc806dc1eef2ee6935b70024fdc53aac380953f6db1148606ccdf621c82ee245" }, "downloads": -1, "filename": "mlens-0.1.5.1.tar.gz", "has_sig": false, "md5_digest": "65f5ac378503cd4e8e487f01bd5863b7", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 164503, "upload_time": "2017-07-25T12:39:58", "url": "https://files.pythonhosted.org/packages/c0/aa/a22a40a70d0a2c13f7d4327067d9f59eea32224313e9e2fcb14e71af6769/mlens-0.1.5.1.tar.gz" } ], "0.1.5.2": [ { "comment_text": "", "digests": { "md5": "b27d4e7b1b3400c90bc6d3dd0ae9470a", "sha256": "c012b76c6ec531d1119f3418a3e41ceaf9410d1bad6638467313b708582e4693" }, "downloads": -1, "filename": "mlens-0.1.5.2-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "b27d4e7b1b3400c90bc6d3dd0ae9470a", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 206453, "upload_time": "2017-07-27T11:38:02", "url": "https://files.pythonhosted.org/packages/cc/cb/82561af603994fee4656262a957b77b729e8f1d73d72be9ff89fa9ce6d06/mlens-0.1.5.2-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "83b1c9e56e44d9a0aedff7d69b2d9c1e", "sha256": "20f2d19314ede0f0b3a4974b136bb19ac9c1e2ef421d935567596c9bfecc752b" }, "downloads": -1, "filename": "mlens-0.1.5.2.tar.gz", "has_sig": false, "md5_digest": "83b1c9e56e44d9a0aedff7d69b2d9c1e", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 165343, "upload_time": "2017-07-27T11:38:04", "url": "https://files.pythonhosted.org/packages/27/b3/25899f526b9fdbfc99093c127519f19f2469f263b64728a96d25b07971a2/mlens-0.1.5.2.tar.gz" } ], "0.1.6": [ { "comment_text": "", "digests": { "md5": "d285ae45a3f23c0178f87e9423e111c2", "sha256": "e6e76ad6addd97f9199c03d7d382e0814d364e80c4541775fdc8a89d7243b3bd" }, "downloads": -1, "filename": "mlens-0.1.6-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "d285ae45a3f23c0178f87e9423e111c2", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 206395, "upload_time": "2017-08-20T14:52:58", "url": "https://files.pythonhosted.org/packages/a6/22/5e31cf4c3593efcd49f7203faa333cfd8e9d12b6cb793f339a670d2f43b6/mlens-0.1.6-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "0578cde28f5477ca4393d79cc833d88c", "sha256": "78e7dc00937585240b43c99fda7811da1b2413b14e3e6e6060550c5db83561fb" }, "downloads": -1, "filename": "mlens-0.1.6.tar.gz", "has_sig": false, "md5_digest": "0578cde28f5477ca4393d79cc833d88c", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 165010, "upload_time": "2017-08-20T14:53:01", "url": "https://files.pythonhosted.org/packages/1d/7d/60a877049bd5f8cc789ccebf00a4282e7346b3f89a2e34a3bf3202d7a230/mlens-0.1.6.tar.gz" } ], "0.2.0": [ { "comment_text": "", "digests": { "md5": "e7dd409427a776a8e0920263225cbbbf", "sha256": "f09c85787bb47a1d5140ef1caca7ebdc351b0249e72d7b17df58b9ad7a4a8c0a" }, "downloads": -1, "filename": "mlens-0.2.0-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "e7dd409427a776a8e0920263225cbbbf", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 262929, "upload_time": "2017-11-01T11:23:36", "url": "https://files.pythonhosted.org/packages/d1/60/ac69f24680f95412899bece04a210b18314cd742f1e46adb06bf01492cb7/mlens-0.2.0-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "280e00a39f4415590ee97f7d1daf5b1b", "sha256": "cc021e3f1dac877a89f5ed59c9fb9ab90bbd0aaaab4b25bd2d22bb97e949387a" }, "downloads": -1, "filename": "mlens-0.2.0.tar.gz", "has_sig": false, "md5_digest": "280e00a39f4415590ee97f7d1daf5b1b", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 184051, "upload_time": "2017-11-01T11:23:48", "url": "https://files.pythonhosted.org/packages/0d/5b/fa8b4527d222a0692c94eed2ecce2a2f177f4e2796b4811ebdf0b87b4c70/mlens-0.2.0.tar.gz" } ], "0.2.1": [ { "comment_text": "", "digests": { "md5": "0bec5a39a141b9bb126a7654e04ff119", "sha256": "8598399cf3a8fa9302a575f36b0dd23bf3c1cca8eb563f52dcd49f2bf32f8df0" }, "downloads": -1, "filename": "mlens-0.2.1-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "0bec5a39a141b9bb126a7654e04ff119", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 231722, "upload_time": "2017-11-01T15:24:32", "url": "https://files.pythonhosted.org/packages/48/86/13b5fd6827d5ca15e3369947c6e0aed04d45f0a36d879d52562bd67e32b6/mlens-0.2.1-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "3ddb29aa6fb5124d05b7504efc3989e8", "sha256": "864830c79ae2228552a1744a9aec1860ffe2a2965dd79f76108014775ce8d18b" }, "downloads": -1, "filename": "mlens-0.2.1.tar.gz", "has_sig": false, "md5_digest": "3ddb29aa6fb5124d05b7504efc3989e8", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 184078, "upload_time": "2017-11-01T15:24:36", "url": "https://files.pythonhosted.org/packages/b1/69/74b8daefc6fb63c178d31ce6f2eaa8e6ba97f0ac3a3fadeccfa908a7908e/mlens-0.2.1.tar.gz" } ], "0.2.2": [ { "comment_text": "", "digests": { "md5": "82c63486138f29285ce0dde75733b8f7", "sha256": "8bdc8e0ee4f398133c1a2c904a0f76812f21f094a5dd32b44832cfea08ec42ca" }, "downloads": -1, "filename": "mlens-0.2.2-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "82c63486138f29285ce0dde75733b8f7", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 232767, "upload_time": "2018-02-20T10:31:58", "url": "https://files.pythonhosted.org/packages/1c/a6/49efd78ea21d3d91501189b902c07f68642abb724aaa02c65032cec7369f/mlens-0.2.2-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "69d589329144d10c5a40b7c3b07ef11e", "sha256": "2b4e2f1df2b3a9726481356cc2decf113a4c197fcaf61f78b24cb90daf4a8e37" }, "downloads": -1, "filename": "mlens-0.2.2.tar.gz", "has_sig": false, "md5_digest": "69d589329144d10c5a40b7c3b07ef11e", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 185202, "upload_time": "2018-02-20T10:32:01", "url": "https://files.pythonhosted.org/packages/5f/2c/d8dc1a208d3b0ba42923a8d142191c1ac3132c5fa9293ab68184a6116d54/mlens-0.2.2.tar.gz" } ], "0.2.3": [ { "comment_text": "", "digests": { "md5": "3313c12d0b361c68e57bc1062c1eca31", "sha256": "e8b1e17fee48bef0eadf21f8866b20dea7a83ce3c49ce0a9d55ed13bdecb8cc1" }, "downloads": -1, "filename": "mlens-0.2.3-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "3313c12d0b361c68e57bc1062c1eca31", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 227658, "upload_time": "2018-10-30T22:30:43", "url": "https://files.pythonhosted.org/packages/0b/f7/c04bda423ac93ddb54bc4c3a21c79c9a24bc83844efc30dc4c11c289e894/mlens-0.2.3-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "d34b37ccf24ed07167d39dd7b3979ba2", "sha256": "8f5a10ae0b5ef8ff83c95e617fa294e012d9b96704c29cc977dc75fb44f4b593" }, "downloads": -1, "filename": "mlens-0.2.3.tar.gz", "has_sig": false, "md5_digest": "d34b37ccf24ed07167d39dd7b3979ba2", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 179223, "upload_time": "2018-10-30T22:30:45", "url": "https://files.pythonhosted.org/packages/b1/a7/7b5810337a9768f903e549c3efcd2e8df2e2a9434320acf03d623590da6f/mlens-0.2.3.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "3313c12d0b361c68e57bc1062c1eca31", "sha256": "e8b1e17fee48bef0eadf21f8866b20dea7a83ce3c49ce0a9d55ed13bdecb8cc1" }, "downloads": -1, "filename": "mlens-0.2.3-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "3313c12d0b361c68e57bc1062c1eca31", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 227658, "upload_time": "2018-10-30T22:30:43", "url": "https://files.pythonhosted.org/packages/0b/f7/c04bda423ac93ddb54bc4c3a21c79c9a24bc83844efc30dc4c11c289e894/mlens-0.2.3-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "d34b37ccf24ed07167d39dd7b3979ba2", "sha256": "8f5a10ae0b5ef8ff83c95e617fa294e012d9b96704c29cc977dc75fb44f4b593" }, "downloads": -1, "filename": "mlens-0.2.3.tar.gz", "has_sig": false, "md5_digest": "d34b37ccf24ed07167d39dd7b3979ba2", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 179223, "upload_time": "2018-10-30T22:30:45", "url": "https://files.pythonhosted.org/packages/b1/a7/7b5810337a9768f903e549c3efcd2e8df2e2a9434320acf03d623590da6f/mlens-0.2.3.tar.gz" } ] }