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reshape(self, shape, order='C', copy=False)
Gives a new shape to a sparse matrix without changing its data.
Parameters
----------
shape : length-2 tuple of ints
The new shape should be compatible with the original shape.
order : {'C', 'F'}, optional
Read the elements using this index order. 'C' means to read and
write the elements using C-like index order; e.g., read entire first
row, then second row, etc. 'F' means to read and write the elements
using Fortran-like index order; e.g., read entire first column, then
second column, etc.
copy : bool, optional
Indicates whether or not attributes of self should be copied
whenever possible. The degree to which attributes are copied varies
depending on the type of sparse matrix being used.
Returns
-------
reshaped_matrix : sparse matrix
A sparse matrix with the given `shape`, not necessarily of the same
format as the current object.
See Also
--------
numpy.matrix.reshape : NumPy's implementation of 'reshape' for
matrices
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