I am a bit new to Python and I want to convert a 1D list to a 2D list, given the width
and length
of this matrix
.
Say I have a list=[0,1,2,3]
and I want to make a 2 by 2
matrix of this list.
How can I get matrix [[0,1],[2,3]]
width
=2, length
=2 out of the list
?
Using islice The islice function can be used to slice a given list with certain number of elements as required by the 2D list. So here week looked through each element of the 2D list and use that value 2 slice the original list. We need itertools package to use the islice function.
Try something like that:
In [53]: l = [0,1,2,3]
In [54]: def to_matrix(l, n):
...: return [l[i:i+n] for i in xrange(0, len(l), n)]
In [55]: to_matrix(l,2)
Out[55]: [[0, 1], [2, 3]]
I think you should use numpy, which is purpose-built for working with matrices/arrays, rather than a list of lists. That would look like this:
>>> import numpy as np
>>> list_ = [0,1,2,3]
>>> a = np.array(list_).reshape(2,2)
>>> a
array([[0, 1],
[2, 3]])
>>> a.shape
(2, 2)
Avoid calling a variable list
as it shadows the built-in name.
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