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Showing content from http://docs.scipy.org/doc/numpy-1.11.0/reference/generated/numpy.argpartition.html below:

numpy.argpartition — NumPy v1.11 Manual

a : array_like

Array to sort.

kth : int or sequence of ints

Element index to partition by. The kth element will be in its final sorted position and all smaller elements will be moved before it and all larger elements behind it. The order all elements in the partitions is undefined. If provided with a sequence of kth it will partition all of them into their sorted position at once.

axis : int or None, optional

Axis along which to sort. The default is -1 (the last axis). If None, the flattened array is used.

kind : {‘introselect’}, optional

Selection algorithm. Default is ‘introselect’

order : str or list of str, optional

When a is an array with fields defined, this argument specifies which fields to compare first, second, etc. A single field can be specified as a string, and not all fields need be specified, but unspecified fields will still be used, in the order in which they come up in the dtype, to break ties.


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