[Numpy-discussion] simple vector->matrix question
Warren Weckesser
warren.weckesser at enthought.com
Thu Oct 6 08:18:20 EDT 2011
On Thu, Oct 6, 2011 at 7:08 AM, Neal Becker <ndbecker2 at gmail.com> wrote:
> Given a vector y, I want a matrix H whose rows are
>
> y - x0
> y - x1
> y - x2
> ...
>
>
> where x_i are scalars
>
> Suggestion?
>
>
In [15]: import numpy as np
In [16]: y = np.array([10.0, 20.0, 30.0])
In [17]: x = np.array([0, 1, 2, 4])
In [18]: H = y - x[:, np.newaxis]
In [19]: H
Out[19]:
array([[ 10., 20., 30.],
[ 9., 19., 29.],
[ 8., 18., 28.],
[ 6., 16., 26.]])
Warren
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