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        "author": "source{d}",
        "author_email": "machine-learning@sourced.tech",
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        "classifiers": [
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            "License :: OSI Approved :: Apache Software License",
            "Operating System :: POSIX",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Topic :: Software Development :: Quality Assurance"
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        "description": "# lookout-sdk-ml\n\nLookout Python SDK for stateful analyzers, typically using Machine Learning.\n\n[![Read the Docs](https://img.shields.io/readthedocs/lookout-sdk-ml.svg)](https://readthedocs.org/projects/lookout-sdk-ml/)\n[![Travis build status](https://travis-ci.com/src-d/lookout-sdk-ml.svg?branch=master)](https://travis-ci.com/src-d/lookout-sdk-ml)\n[![Code coverage](https://codecov.io/github/src-d/lookout-sdk-ml/coverage.svg)](https://codecov.io/github/src-d/lookout-sdk-ml)\n[![Docker build status](https://img.shields.io/docker/build/srcd/lookout-sdk-ml.svg)](https://hub.docker.com/r/srcd/lookout-sdk-ml)\n[![PyPi package status](https://img.shields.io/pypi/v/lookout-sdk-ml.svg)](https://pypi.python.org/pypi/lookout-sdk-ml)\n![stability: beta](https://svg-badge.appspot.com/badge/stability/beta?color=ff8000)\n[![Apache 2.0 license](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)\n\n[Overview](#overview) \u2022 [Installation](#installation) \u2022 [How To Use](#how-to-use) \u2022 [Contributions](#contributions) \u2022 [License](#license)\n\n\n## Overview\n\nThis is a Python package which provides API to create stateful analyzers for\nthe [Lookout framework](https://github.com/src-d/lookout).\n\"Stateful\" means that such analyzers update \"state\" after each push to repository. In machine\nlearning terms, a state is a model and updating state is training.\nThus all the Lookout analyzers which use machine learning are based on this API.\n\nYou benefit from `lookout-sdk-ml` if you:\n\n- Code in Python.\n- Want to create a stateful analyzer for Lookout.\n- Find the [lookout-sdk](https://github.com/src-d/lookout-sdk) too low level.\n\n\n## Installation\n\nYou need Python 3.5 or later.\n\n```\npip3 install lookout-sdk-ml\n```\n\n## How To Use\n\nPlease refer to the [getting started guide](docs/user/getting_started.md).\n\n## Contributions\n\nContributions are very welcome and desired! Please follow the [code of conduct](docs/code_of_conduct.md)\nand read the [contribution guidelines](docs/contributing.md).\n\n## License\n\nApache-2.0, see [license.md](license.md).\n\n\n",
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