{ "info": { "author": "Simon Blanke", "author_email": "simon.blanke@yahoo.com", "bugtrack_url": null, "classifiers": [ "Intended Audience :: Developers", "Intended Audience :: Information Technology", "Intended Audience :: Science/Research", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3", "Topic :: Scientific/Engineering :: Artificial Intelligence", "Topic :: Scientific/Engineering :: Information Analysis", "Topic :: Scientific/Engineering :: Mathematics", "Topic :: Software Development :: Libraries :: Python Modules" ], "description": "

\nMeta-Learn\n

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Collection and utilization of meta data from machine learning models and problems.

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\n\nCollect and use meta-data of machine learning datasets to reduce search time for hyperparameter. Meta-Learn collects data about model- and dataset-properties to train a regressor (the score of the model being the target).\n\n\n## Installation\n```console\npip install meta-learn\n```\n\n\n", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/SimonBlanke/Meta-Learn", "keywords": "machine learning,deep learning,optimization,data-science", "license": "MIT", "maintainer": "", "maintainer_email": "", "name": "meta-learn", "package_url": "https://pypi.org/project/meta-learn/", "platform": "", "project_url": "https://pypi.org/project/meta-learn/", "project_urls": { "Homepage": "https://github.com/SimonBlanke/Meta-Learn" }, "release_url": "https://pypi.org/project/meta-learn/0.0.5/", "requires_dist": [ "numpy", "tqdm", "scikit-learn" ], "requires_python": "", "summary": "Collection and utilization of metadata from machine learning models and problems.", "version": "0.0.5", "yanked": false, "yanked_reason": null }, "last_serial": 6076918, "releases": { "0.0.2": [ { "comment_text": "", "digests": { "md5": "5496610157a9274c3e2ca5f99a1b379f", "sha256": "bec31de20bb3def33eeb96671b774a75b4de078698397d627bd69282927432a0" }, "downloads": -1, "filename": "meta_learn-0.0.2-py3-none-any.whl", "has_sig": false, "md5_digest": "5496610157a9274c3e2ca5f99a1b379f", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 12775, "upload_time": "2019-10-01T05:40:33", "upload_time_iso_8601": "2019-10-01T05:40:33.047706Z", "url": "https://files.pythonhosted.org/packages/9f/3d/66168e43df219c93376c202395d0b71fb0894efad09e9976a786ad2c09fc/meta_learn-0.0.2-py3-none-any.whl", "yanked": false, "yanked_reason": null } ], "0.0.3": [ { "comment_text": "", "digests": { "md5": "1cbb8832b8a3415e3a9f28d6d8ad269b", "sha256": "3aac7e9bb16ba65314e49a3a85a00e82a09127ab0dca40b22eede9e3738cb7f7" }, "downloads": -1, "filename": "meta_learn-0.0.3-py3-none-any.whl", "has_sig": false, "md5_digest": "1cbb8832b8a3415e3a9f28d6d8ad269b", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 13259, "upload_time": "2019-10-06T17:13:01", "upload_time_iso_8601": "2019-10-06T17:13:01.700756Z", "url": "https://files.pythonhosted.org/packages/24/ee/7b4199c15c0bd4144d3280d9f069fefb21e78cfa3910ef29629db4b29575/meta_learn-0.0.3-py3-none-any.whl", "yanked": false, "yanked_reason": null } ], "0.0.4": [ { "comment_text": "", "digests": { "md5": "fe0857ce4c3f5d2df64f9e793beed8ab", "sha256": "afc442514ee0546046503ca31fa535f665c0ec69ed9aeb8487eae3bd6d7e3349" }, "downloads": -1, "filename": "meta_learn-0.0.4-py3-none-any.whl", "has_sig": false, "md5_digest": "fe0857ce4c3f5d2df64f9e793beed8ab", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 13570, "upload_time": "2019-10-27T12:55:44", "upload_time_iso_8601": "2019-10-27T12:55:44.434740Z", "url": "https://files.pythonhosted.org/packages/d2/3a/825c08310091412e9a9d9235a23be90c259466f2cece2bfdb6671797b043/meta_learn-0.0.4-py3-none-any.whl", "yanked": false, "yanked_reason": null } ], "0.0.5": [ { "comment_text": "", "digests": { "md5": "23de779785ce2234f616eb29364c7d3a", "sha256": "c0da65dad7613ec08ef668197ceeab488ca1e018347ce1cfb244ad1338ed6e73" }, "downloads": -1, "filename": "meta_learn-0.0.5-py3-none-any.whl", "has_sig": false, "md5_digest": "23de779785ce2234f616eb29364c7d3a", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 11754, "upload_time": "2019-11-04T18:34:29", "upload_time_iso_8601": "2019-11-04T18:34:29.607528Z", "url": "https://files.pythonhosted.org/packages/31/8c/fc0ffda15e3d72cf4092be6978b29beca606eb89e15442f299a180b327b4/meta_learn-0.0.5-py3-none-any.whl", "yanked": false, "yanked_reason": null } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "23de779785ce2234f616eb29364c7d3a", "sha256": "c0da65dad7613ec08ef668197ceeab488ca1e018347ce1cfb244ad1338ed6e73" }, "downloads": -1, "filename": "meta_learn-0.0.5-py3-none-any.whl", "has_sig": false, "md5_digest": "23de779785ce2234f616eb29364c7d3a", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 11754, "upload_time": "2019-11-04T18:34:29", "upload_time_iso_8601": "2019-11-04T18:34:29.607528Z", "url": "https://files.pythonhosted.org/packages/31/8c/fc0ffda15e3d72cf4092be6978b29beca606eb89e15442f299a180b327b4/meta_learn-0.0.5-py3-none-any.whl", "yanked": false, "yanked_reason": null } ], "vulnerabilities": [] }