{ "info": { "author": "Emile Givental", "author_email": "emilegivental@gmail.com", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "This is a library with 3 interepretable machine learning methods, wrapped with logging and side by side comparison. They can be used as normal scikit learn models, with fit, predict, and find_accuracy methods. Or, a script can be run on a data set, which will run all three and return logs and accuracies. \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/egivental/resetInterpretability", "keywords": "", "license": "", "maintainer": "", "maintainer_email": "", "name": "InterpretableMLWrappers", "package_url": "https://pypi.org/project/InterpretableMLWrappers/", "platform": "", "project_url": "https://pypi.org/project/InterpretableMLWrappers/", "project_urls": { "Homepage": "https://github.com/egivental/resetInterpretability" }, "release_url": "https://pypi.org/project/InterpretableMLWrappers/0.0.2.1/", "requires_dist": [ "cplex (>=12.9.0.0)", "Prettytable (>=0.7.2)", "pandas (>=0.24.2)", "numpy (>=1.16.4)", "sklearn (>=0.0)" ], "requires_python": "", "summary": "A selection of interpretable methods with logging and printouts", "version": "0.0.2.1" }, "last_serial": 5625063, "releases": { "0.0.1": [ { "comment_text": "", "digests": { "md5": "6e461b908928486f699a39e1ebbf6638", "sha256": "4e2210098f9959f98fc3be51aae8229a8614e93632ae0f4bacf243aa11c148f9" }, "downloads": -1, "filename": "InterpretableMLWrappers-0.0.1-py3-none-any.whl", "has_sig": false, "md5_digest": "6e461b908928486f699a39e1ebbf6638", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 72587, "upload_time": "2019-08-02T15:34:30", "url": "https://files.pythonhosted.org/packages/4f/c4/7664b63d04bfd81f29e1bf395854fb7e1fe8d5994f164eaa6c7d4a310dd7/InterpretableMLWrappers-0.0.1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "c01a7f9329bfb045f2b394aee21b5883", "sha256": "9450b44eb246597a04910355cefb9ea9277da82f890050c62cff4321e2414de4" }, "downloads": -1, "filename": "InterpretableMLWrappers-0.0.1.tar.gz", "has_sig": false, "md5_digest": "c01a7f9329bfb045f2b394aee21b5883", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 21479, "upload_time": "2019-08-02T15:34:32", "url": "https://files.pythonhosted.org/packages/c7/61/feb295f5a3d84e5f2bf7a96515f52dda59afc0c2dc5b854c40434a4c5fd0/InterpretableMLWrappers-0.0.1.tar.gz" } ], "0.0.2": [ { "comment_text": "", "digests": { "md5": "5ad8d9db8779614b0d3b460472b10286", "sha256": "7ebba15b9abab4dff2246b320e62a89c5f1ed624b3e6006fcf26e0c4cf4bd1a5" }, "downloads": -1, "filename": "InterpretableMLWrappers-0.0.2-py3-none-any.whl", "has_sig": false, "md5_digest": "5ad8d9db8779614b0d3b460472b10286", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 14031, "upload_time": "2019-08-02T15:59:50", "url": "https://files.pythonhosted.org/packages/a6/4f/0dabbfd4068a3bd99b0a082727dc909ab645efef5cc1753745129ac73242/InterpretableMLWrappers-0.0.2-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "62fe5baabaf3901639b9c24c784c712f", "sha256": "76e0ea348d4d2d440cf4a6123c8d5f27e903d360102b8bfe0e3eed795342606a" }, "downloads": -1, "filename": "InterpretableMLWrappers-0.0.2.tar.gz", "has_sig": false, "md5_digest": "62fe5baabaf3901639b9c24c784c712f", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 21544, "upload_time": "2019-08-02T15:59:52", "url": "https://files.pythonhosted.org/packages/31/9c/5b35dd98f45b2a62c7cbf1c6e2957fc5236c3ce39e8cd47390b4decf8e8e/InterpretableMLWrappers-0.0.2.tar.gz" } ], "0.0.2.1": [ { "comment_text": "", "digests": { "md5": "344bf8477c870a0ee19ffe64e71547c2", "sha256": "32c1a223ef1f8a752c80b930124ca036d3837ad23bc3440414d6eaa0c07ad9c1" }, "downloads": -1, "filename": "InterpretableMLWrappers-0.0.2.1-py3-none-any.whl", "has_sig": false, "md5_digest": "344bf8477c870a0ee19ffe64e71547c2", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 14088, "upload_time": "2019-08-02T16:14:12", "url": "https://files.pythonhosted.org/packages/80/db/01102d359d21f8547f175f59526cd69ef4861430c01c76a309ff5ec4b43f/InterpretableMLWrappers-0.0.2.1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "6d38b9e8b7aa34faa28bbe2f34744515", "sha256": "da2f4675c737ecd4148d737d8c0d6f484e564f094d827699cacd4fc64dd41d92" }, "downloads": -1, "filename": "InterpretableMLWrappers-0.0.2.1.tar.gz", "has_sig": false, "md5_digest": "6d38b9e8b7aa34faa28bbe2f34744515", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 21581, "upload_time": "2019-08-02T16:14:14", "url": "https://files.pythonhosted.org/packages/07/1d/bccb12dc31c02f389d265160e54c21ce156cfa13cd26ea8045551941ee36/InterpretableMLWrappers-0.0.2.1.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "344bf8477c870a0ee19ffe64e71547c2", "sha256": "32c1a223ef1f8a752c80b930124ca036d3837ad23bc3440414d6eaa0c07ad9c1" }, "downloads": -1, "filename": "InterpretableMLWrappers-0.0.2.1-py3-none-any.whl", "has_sig": false, "md5_digest": "344bf8477c870a0ee19ffe64e71547c2", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 14088, "upload_time": "2019-08-02T16:14:12", "url": "https://files.pythonhosted.org/packages/80/db/01102d359d21f8547f175f59526cd69ef4861430c01c76a309ff5ec4b43f/InterpretableMLWrappers-0.0.2.1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "6d38b9e8b7aa34faa28bbe2f34744515", "sha256": "da2f4675c737ecd4148d737d8c0d6f484e564f094d827699cacd4fc64dd41d92" }, "downloads": -1, "filename": "InterpretableMLWrappers-0.0.2.1.tar.gz", "has_sig": false, "md5_digest": "6d38b9e8b7aa34faa28bbe2f34744515", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 21581, "upload_time": "2019-08-02T16:14:14", "url": "https://files.pythonhosted.org/packages/07/1d/bccb12dc31c02f389d265160e54c21ce156cfa13cd26ea8045551941ee36/InterpretableMLWrappers-0.0.2.1.tar.gz" } ] }