PYTHON

transpose matrix numpy

>>> a = np.array([[1, 2], [3, 4]])
>>> a
array([[1, 2],
       [3, 4]])
>>> a.transpose()
array([[1, 3],
       [2, 4]])
>>> a.transpose((1, 0))
array([[1, 3],
       [2, 4]])
>>> a.transpose(1, 0)
array([[1, 3],
       [2, 4]])

numpy transpose

>>> np.transpose(x)
array([[0, 2],
       [1, 3]])

numpy transpose

ndarray.T

x = np.array([[1.,2.],[3.,4.]])
>>> x
array([[ 1.,  2.],
       [ 3.,  4.]])
>>> x.T
array([[ 1.,  3.],
       [ 2.,  4.]])
>>> x = np.array([1.,2.,3.,4.])
>>> x
array([ 1.,  2.,  3.,  4.])
>>> x.T
array([ 1.,  2.,  3.,  4.])

transpose of a matrix in python numpy

np.transpose(x)
array([[0, 2],
       [1, 3]])

Python NumPy transpose Function Syntax

numpy.transpose(a, axes=None)

transpose of a matrix using numpy

M = np.matrix([[1,2],[3,4]])

M.transpose()