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            "Operating System :: MacOS",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
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            "Programming Language :: Python :: 3.6",
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        "description": "# Anomaly Detection Toolkit (ADTK)\n\n[![Build Status](https://travis-ci.com/arundo/adtk.svg?branch=master)](https://travis-ci.com/arundo/adtk)\n[![Docs](https://readthedocs.com/projects/arundo-adtk/badge/?version=latest)](https://arundo-adtk.readthedocs-hosted.com/en/latest/)\n[![PyPI](https://img.shields.io/pypi/v/adtk)](https://pypi.org/project/adtk/)\n\nAnomaly Detection Toolkit (ADTK) is a Python package for unsupervised /\nrule-based time series anomaly detection.\n\nAs the nature of anomaly varies over different cases, a model may not work\nuniversally for all anomaly detection problems. Choosing and combining\ndetection algorithms (detectors), feature engineering methods (transformers),\nand ensemble methods (aggregators) properly is the key to build an effective\nanomaly detection model.\n\nThis package offers a set of common detectors, transformers and aggregators\nwith unified APIs, as well as pipe classes that connect them together into\nmodels. It also provides some functions to process and visualize time series\nand anomaly events.\n\nSee https://arundo-adtk.readthedocs-hosted.com for complete documentation.\n\n## Installation\n\nPrerequisites: Python 3.6 or later.\n\nIt is recommended to use **pip** for installation.\n\n```shell\npip install adtk\n```\n\nAlternatively, you could install from source code:\n\n```shell\ngit clone https://github.com/arundo/adtk.git\ncd adtk/\npip install ./\n```\n\n## Examples\n\nPlease see [Quick Start](https://arundo-adtk.readthedocs-hosted.com/en/latest/quickstart.html) for a simple example.\n\nFor more detailed examples of each module of ADTK, please refer to\n[Examples](https://arundo-adtk.readthedocs-hosted.com/en/latest/examples.html)\nsection in the documentation.\n\n## Contributing\n\nPull requests are welcome. For major changes, please open an issue first to\ndiscuss what you would like to change.\n\nPlease make sure to update tests as appropriate.\n\n## License\n\nADTK is licensed under the Mozilla Public License 2.0 (MPL 2.0). See the\n[LICENSE](LICENSE) file for details.\n\n\n",
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        "license": "Mozilla Public License 2.0 (MPL 2.0)",
        "maintainer": "Tailai Wen",
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