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            "License :: OSI Approved :: BSD License",
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            "Operating System :: POSIX",
            "Operating System :: Unix",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3.5",
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            "Topic :: Scientific/Engineering",
            "Topic :: Software Development :: Libraries",
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        "description": "py_labeler\n=================\n\nThis project seeks to build a Python based GUI for manual labeling of\ncandidate pairs.\n\nGiven two tables A and B, the goal of\nEM is to discover the tuple pairs between two tables that refer to the\nsame real-world entities. There are two main steps involved in entity matching:\nblocking and matching. The blocking step aims to remove obvious non-matching\ntuple pairs and reduce the set considered for matching. Entity matching in\npractice involves many steps than just blocking and matching. While performing EM\nusers often execute many steps, e.g. exploring, cleaning, debugging, sampling,\nestimating accuracy, etc. Current EM systems however do not cover the entire\nEM pipeline, providing support only for a few steps (e.g., blocking, matching), while\nignoring less well-known yet equally critical steps (e.g., debugging, sampling).\npy_entitymatching seeks to support all the steps involved in EM pipeline.\n\nAt the matching step, users would want to check and verify candidate pairs as matches\nor non-matches. This is a manual process and this package py_labeler, provides a GUI to make this\nprocess easier.\n\nThe package is free, open-source, and BSD-licensed.\n\nImportant links\n===============\n\n* Project Homepage: https://sites.google.com/site/anhaidgroup/projects/magellan/py_labeler_v0_1_1\n* Code repository: https://github.com/anhaidgroup/py_labeler\n* Issue Tracker: https://github.com/anhaidgroup/py_labeler/issues\n\nDependencies\n============\n\nThe required dependencies to build the packages are:\n\n* pandas (provides data structures to store and manage tables)\n* pyqt5 (provides tools to build GUIs)\n* jinja2 (provides templating for GUI)\n\n\nPlatforms\n=========\n\npy_labeler has been tested on Linux, OS X and Windows.",
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        "name": "py-labeler",
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        "summary": "Python GUI for labeling in Entity Matching process.",
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