{ "info": { "author": "Kon", "author_email": "", "bugtrack_url": null, "classifiers": [], "description": "# OptGBM\n\n[![CircleCI](https://circleci.com/gh/Y-oHr-N/OptGBM.svg?style=svg)](https://circleci.com/gh/Y-oHr-N/OptGBM)\n\nOptuna + LightGBM = OptGBM\n\n## Examples\n\n```python\nfrom optgbm import OGBMClassifier\nfrom sklearn.datasets import load_iris\n\nclf = OGBMClassifier(random_state=0)\nX, y = load_iris(return_X_y=True)\n\nclf.fit(X, y)\n```\n\n## Installation\n\n```\npip install optgbm\n```\n\n## Testing\n\n```\npython setup.py test\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": "", "keywords": "", "license": "MIT License", "maintainer": "", "maintainer_email": "", "name": "OptGBM", "package_url": "https://pypi.org/project/OptGBM/", "platform": "", "project_url": "https://pypi.org/project/OptGBM/", "project_urls": null, "release_url": "https://pypi.org/project/OptGBM/0.1.0/", "requires_dist": [ "lightgbm", "numpy", "optuna", "pandas", "scikit-learn" ], "requires_python": ">=3.6", "summary": "Optuna + LightGBM \\= OptGBM", "version": "0.1.0" }, "last_serial": 5926249, "releases": { "0.0.0": [ { "comment_text": "", "digests": { "md5": "27ade4219655d3823e41fb16698bd48a", "sha256": "f8a1cf31163feef325d4c2964ae05b6cc4bacb9edb98b11edd1257aa80fcde2f" }, "downloads": -1, "filename": "OptGBM-0.0.0-py3-none-any.whl", "has_sig": false, "md5_digest": "27ade4219655d3823e41fb16698bd48a", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": ">=3.6", "size": 6605, "upload_time": "2019-09-16T17:03:12", "url": "https://files.pythonhosted.org/packages/b3/f6/43ee7b58e6516b8f423ed2416666d62182bac5c6505dce7f75e01443f81f/OptGBM-0.0.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "f74db1168a881624ddf5180adbbd48fc", "sha256": "6afcdb47e0c6077ca855066baae8941010d0ee4a4077dc5eafe5e5ca0b5fee93" }, "downloads": -1, "filename": "OptGBM-0.0.0.tar.gz", "has_sig": false, "md5_digest": "f74db1168a881624ddf5180adbbd48fc", "packagetype": "sdist", "python_version": "source", "requires_python": ">=3.6", "size": 7493, "upload_time": "2019-09-16T17:03:15", "url": "https://files.pythonhosted.org/packages/5a/11/0643db59dd4525f375760fa263da3ebaec644219eb097b834d941fdb0435/OptGBM-0.0.0.tar.gz" } ], "0.1.0": [ { "comment_text": "", "digests": { "md5": "b20562395385f9e66f8b1a28cc880164", "sha256": "5a539bb4e275a77d5a8bbd7c2805f44ab7ffb6746271057071e98518295bc745" }, "downloads": -1, "filename": "OptGBM-0.1.0-py3-none-any.whl", "has_sig": false, "md5_digest": "b20562395385f9e66f8b1a28cc880164", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": ">=3.6", "size": 7042, "upload_time": "2019-10-04T01:47:54", "url": "https://files.pythonhosted.org/packages/5c/c8/feb7f77f44d04af1a5410640f234c40335a06ceaaa81b63b24815adc581a/OptGBM-0.1.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "48bbe2060470683220b9d5c08d65e036", "sha256": "072324bb476db04d27dfa86e0870ffdf8564da397a7aca78934ed0337ae50970" }, "downloads": -1, "filename": "OptGBM-0.1.0.tar.gz", "has_sig": false, "md5_digest": "48bbe2060470683220b9d5c08d65e036", "packagetype": "sdist", "python_version": "source", "requires_python": ">=3.6", "size": 7957, "upload_time": "2019-10-04T01:47:56", "url": "https://files.pythonhosted.org/packages/38/99/de64b6c28154108cf1ad859fce42fe596a96fdd3596b3aa63e232ffbd26b/OptGBM-0.1.0.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "b20562395385f9e66f8b1a28cc880164", "sha256": "5a539bb4e275a77d5a8bbd7c2805f44ab7ffb6746271057071e98518295bc745" }, "downloads": -1, "filename": "OptGBM-0.1.0-py3-none-any.whl", "has_sig": false, "md5_digest": "b20562395385f9e66f8b1a28cc880164", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": ">=3.6", "size": 7042, "upload_time": "2019-10-04T01:47:54", "url": "https://files.pythonhosted.org/packages/5c/c8/feb7f77f44d04af1a5410640f234c40335a06ceaaa81b63b24815adc581a/OptGBM-0.1.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "48bbe2060470683220b9d5c08d65e036", "sha256": "072324bb476db04d27dfa86e0870ffdf8564da397a7aca78934ed0337ae50970" }, "downloads": -1, "filename": "OptGBM-0.1.0.tar.gz", "has_sig": false, "md5_digest": "48bbe2060470683220b9d5c08d65e036", "packagetype": "sdist", "python_version": "source", "requires_python": ">=3.6", "size": 7957, "upload_time": "2019-10-04T01:47:56", "url": "https://files.pythonhosted.org/packages/38/99/de64b6c28154108cf1ad859fce42fe596a96fdd3596b3aa63e232ffbd26b/OptGBM-0.1.0.tar.gz" } ] }