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        "author": "Aaron Halfaker, Sumit Asthana",
        "author_email": "ahalfaker@wikimedia.org, asthana.sumit23@gmail.com",
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        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Topic :: Scientific/Engineering",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Utilities"
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        "description": "# Draft topic\n\nPredicting topics to new drafts based on Wikiprojects on English Wikipedia.\n\n## Setting up\n\nMake sure to have a working python3 environment.\nInstall requirements using:\n\n```\npip install -r requirements\n```\n\nInstall the library using:\n\n```\npython setup.py install\n```\n\n## Generating machine-readable WikiProjects data\n\nUse the following utility from root directory to generate machine-readable WikiProjects data:\n\n```\n./utility fetch_wikiprojects --output <output_file_name.json>\n```\n\n## Generating mid-level category to WikiProjects mapping\n\nUse the following utility from root directory to generate a mapping of high-level topic categories to list of WikiProjects contained in them:\n\n```\n./utility trim_wikiprojects --wikiprojects wp --output outmid\n```\n\n## Labeling a list of page-ids with the wikiprojects and mid-level categories each page belongs to\n\nUse the following utility from root directory to label a list of page-ids with the wikiprojects and the mid-level categories the page belongs to.\n\n```\n./utility fetch_page_wikiprojects --api-host=https://en.wikipedia.org/ --input=wikiproject_page_ids.json --output=enwiki.labeled_wikiprojects.json --mid_level_wp=outmid.json --verbose\n```\n\nIn above, the input to the script should be a json containing a list of\nobservations, each observation having a **page\\_id: \\<page-id\\>** mapping.\nAdditionally also pass the mid-level wikiprojects json for the script to\ngenerate wikiprojects to mid-level categories mapping. The script augments the\ngiven list with the mentioned fields, writing them to a new file specified by\n**\"output\"**\n\n## Generating predictions for a set of page-ids on Wikipedia\n\nFor generating topic predictions for a set of revision-ids, download the relevant model and use revscoring's [score](https://github.com/wikimedia/revscoring/blob/master/revscoring/utilities/score.py) API\nto generate predictions. Note that the revision-ids need to be in a file with a format specified by the API. Use the revision ID of the most recent revision for a page to get a good prediction.\n\n\n",
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        "license": "MIT",
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        "summary": "A library for automatic detection of topics of new drafts on Wikipedia based on WikiProjects.",
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