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        "description": "SNER\n====\n.. image:: https://travis-ci.org/wwunlp/sner.png\n   :alt: Build Status\n   :target: https://travis-ci.org/wwunlp/sner\n\n.. image:: https://readthedocs.org/projects/sner/badge/?version=latest\n   :alt: Documentation Status  \n   :target: https://sner.readthedocs.io\n\nInstallation\n------------\n.. code-block:: bash\n\n   $ pip3 install sumerian-ner\n\nIf you are not in a\n`virtualenv <https://virtualenv.pypa.io>`_\nyou may need to use ``pip3`` with ``sudo`` or ``--user``.\n\nIf you'd rather clone the repository.\n\n.. code-block:: bash\n\n   $ git clone https://github.com/wwunlp/sner.git\n   $ cd sner/\n   $ pip3 install .\n\nUsage\n-----\nIf you used ``pip3`` to install ``sner``,\nyou can call ``sner`` from the command line.\nIf you cloned the repo, you can run ``python3 -m sner`` from within the repo.\n\nOptions and Arguments\n---------------------\n- ``-r`` or ``--run``: Run one of the following models:\n  ``dec``, ``nbc``, ``ner``, ``rdf``, ``sgd``, or ``svc``.\n  Or one of the following routines: ``analysis``, ``export``,\n  ``export-atf``, ``formatting``, ``over-fit``, or ``testing``.\n- ``-cf`` or ``--config``: Configuration file to use.\n- ``-p`` or ``--path``: Path to data directory.\n- ``-c`` or ``--corpus``: File name of the corpus.\n- ``-a`` or ``--attestations``: File name of the attestations.\n- ``-sr`` or ``--seed-rules``: File name of the seed rules.\n\n- ``-i`` or ``--iterations``: Number of iterations.\n- ``-mr`` or ``--max-rules``: Max number of rules per iterations.\n- ``-al`` or ``--alpha``: Alpha value.\n- ``-k`` or ``--k``: K value.\n\n- ``-nd`` or ``--norm-date``: Enable date normalization.\n- ``-ng`` or ``--norm-geo``: Enable geographical name normalization.\n- ``-nn`` or ``--norm-num``: Enable number normalization.\n- ``-np`` or ``--norm-prof``: Enable profession normalization.\n\n``sner`` will check ``sner.conf`` before using default value.\nThe ``sner.conf`` uses ``JSON`` syntax.\ni.e. ``--corpus corpus.csv`` would be ``\"corpus\": \"corpus.csv\"``.\nIf you want to change the hyperparameters used,\nyou can define them in ``sner.conf``.\nIf your ``sner.conf`` is not in the root of the repository,\nyou can set the environment variable ``SNER_CONF`` to the path of ``sner.conf``.\n\n.. image:: https://i.imgur.com/CpI851D.jpg\n   :align: center\n   :alt: Corgi playing in snow, with text 'ERMAHGERD SNER'\n\n\n",
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