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Document, deprecate or remove everything exposed in the "numpy" namespace #12385

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@shoyer

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@shoyer

These functions in particular (from #12382) are exported by NumPy, but not documented in the online docs:

    undocumented = {
        'Tester': 'numpy.testing._private.nosetester.NoseTester',
        '_add_newdoc_ufunc': 'numpy.core._multiarray_umath._add_newdoc_ufunc',
        'add_docstring': 'numpy.core._multiarray_umath.add_docstring',
        'add_newdoc': 'numpy.core.function_base.add_newdoc',
        'add_newdoc_ufunc': 'numpy.core._multiarray_umath._add_newdoc_ufunc',
        'byte_bounds': 'numpy.lib.utils.byte_bounds',
        'compare_chararrays': 'numpy.core._multiarray_umath.compare_chararrays',
        'deprecate': 'numpy.lib.utils.deprecate',
        'deprecate_with_doc': 'numpy.lib.utils.<lambda>',
        'disp': 'numpy.lib.function_base.disp',
        'fastCopyAndTranspose': 'numpy.core._multiarray_umath._fastCopyAndTranspose',
        'get_array_wrap': 'numpy.lib.shape_base.get_array_wrap',
        'get_include': 'numpy.lib.utils.get_include',
        'int_asbuffer': 'numpy.core._multiarray_umath.int_asbuffer',
        'mafromtxt': 'numpy.lib.npyio.mafromtxt',
        'maximum_sctype': 'numpy.core.numerictypes.maximum_sctype',
        'ndfromtxt': 'numpy.lib.npyio.ndfromtxt',
        'recfromcsv': 'numpy.lib.npyio.recfromcsv',
        'recfromtxt': 'numpy.lib.npyio.recfromtxt',
        'safe_eval': 'numpy.lib.utils.safe_eval',
        'set_string_function': 'numpy.core.arrayprint.set_string_function',
        'show_config': 'numpy.__config__.show',
        'who': 'numpy.lib.utils.who',
    }

We'll need to make a decision about each of these functions, and either document or deprecate them. (For the most part, my preference would be for deprecation!)

To remove an item from the checks added in #12382, set its __module__ attribute, e.g., using @set_module('numpy').

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