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**Note:** almost all functions in the ``numpy.lib`` namespace
are also present in the main ``numpy`` namespace. Please use the
functions as ``np.`` where possible.
``numpy.lib`` is mostly a space for implementing functions that don't
belong in core or in another NumPy submodule with a clear purpose
(e.g. ``random``, ``fft``, ``linalg``, ``ma``).
Most contains basic functions that are used by several submodules and are
useful to have in the main name-space.
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