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        "author": "Liangmin Li",
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        "description": "Case Western Reserve University Bearing Data\n============================================\n\nUsage\n-----\n\n.. code-block:: python\n\n  import cwru\n  data = cwru.CWRU(\"12DriveEndFault\", \"1797\", 384)\n\nThen, you can use ``data.X_train``, ``data.y_train``, ``data.X_test``, ``data.y_test``, ``data.labels``, ``data.nclasses`` to train and evaluate your data driven fault diagnostic algrithms.\n\nNot have a local copy of CWRU Bearing data on your machine? Don't be worry, These ``.mat`` files required by your code will be automatically downloaded from `Case Western Reserve University Bearing Data Center`_, renamed properly with their corresponding class, stored in ``~/Datasets/CWRU`` directory to avoid downloading in future.\n\nArguments\n---------\n\nThe constructor of class ``cwru.CWRU`` has three arguments:\n\n* **exp**: experiment, supporting ``\"12DriveEndFault\", \"12FanEndFault\", \"48DriveEndFault\"``\n* **rpm**: rpm during testing\n* **length**: length of the signal slice, namely ``X_train.shape[1]``\n\nInstall\n-------\n\nInstall by pip:\n\n  $ pip install --user cwru\n\nOr install manually:\n\n  $ python setup.py install\n\nTest\n----\n\nYou can run unit test by:\n\n  $ python -m unittest discover\n\n.. _Case Western Reserve University Bearing Data Center: http://csegroups.case.edu/bearingdatacenter/pages/download-data-file",
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