{ "info": { "author": "", "author_email": "", "bugtrack_url": null, "classifiers": [], "description": "# spectral-residual\n[![Travis-CI Build\nStatus](https://travis-ci.org/y-bar/spectral-residual.svg?branch=master)](https://travis-ci.com/y-bar/spectral-residual)\n\nSpectral Residual as Anomaly Detection\n\n## Introduction\nThe algorithm is based on the following paper\n\nHansheng Ren, Bixiong Xu, Yujing Wang, Chao Yi, Congrui Huang, Xiaoyu Kou, Tony Xing, Mao Yang, Jie Tong, Qi Zhang. Time-Series Anomaly Detection Service at Microsoft.\" \narXiv preprint [arXiv:1906.03821](https://arxiv.org/abs/1906.03821) (2019).\n\n\n## Examples\nExample jupyter notebooks are located [here](https://github.com/yoshinaga0106/sr/tree/master/notebook)\n\n\n## Installation\n```bash\n$ pip install sranodec\n```\n\n## Notes\nI also want to add SR-CNN.\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/y-bar/spectral-residual", "keywords": "", "license": "MIT", "maintainer": "Takahiro Yoshinaga", "maintainer_email": "t.yoshinaga0106@gmail.com", "name": "sranodec", "package_url": "https://pypi.org/project/sranodec/", "platform": "", "project_url": "https://pypi.org/project/sranodec/", "project_urls": { "Homepage": "https://github.com/y-bar/spectral-residual" }, "release_url": "https://pypi.org/project/sranodec/0.0.1/", "requires_dist": [ "matplotlib", "numpy", "scipy" ], "requires_python": "", "summary": "Anonmaly Detection by Spectral Residual", "version": "0.0.1" }, "last_serial": 5884971, "releases": { "0.0.1": [ { "comment_text": "", "digests": { "md5": "a6099710452505f1c070f750e1e59135", "sha256": "eeeb9138cbfbaae026cb53cda5bde7821cd63d62d291e5c5e4cfea8bbb5e2bb0" }, "downloads": -1, "filename": "sranodec-0.0.1-py3-none-any.whl", "has_sig": false, "md5_digest": "a6099710452505f1c070f750e1e59135", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 5304, "upload_time": "2019-09-25T12:14:57", "url": "https://files.pythonhosted.org/packages/f2/aa/3e37121b96357d02fb60bf1b5b90a12025ea1d564e60625f972d6a486500/sranodec-0.0.1-py3-none-any.whl" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "a6099710452505f1c070f750e1e59135", "sha256": "eeeb9138cbfbaae026cb53cda5bde7821cd63d62d291e5c5e4cfea8bbb5e2bb0" }, "downloads": -1, "filename": "sranodec-0.0.1-py3-none-any.whl", "has_sig": false, "md5_digest": "a6099710452505f1c070f750e1e59135", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 5304, "upload_time": "2019-09-25T12:14:57", "url": "https://files.pythonhosted.org/packages/f2/aa/3e37121b96357d02fb60bf1b5b90a12025ea1d564e60625f972d6a486500/sranodec-0.0.1-py3-none-any.whl" } ] }