Is this the best way to add an extra dimension to a numpy array in one line of code?
It's easier like this:
k.reshape(k.shape + (1,))
But if all you want is to add an empty dimension at the end, you should use numpy.newaxis
:
import numpy as np
k = k[..., np.newaxis]
or
k = k[..., None]
(See the documentation on slicing).
You can use numpy.expand_dims
In [4]: import numpy as np
In [5]: a = [1,2,3,4]
In [6]: np.expand_dims(a, axis=1)
Out[6]:
array([[1],
[2],
[3],
[4]])