Expanding a vector by replicating elements individually

[Robert Kern]

On 9/21/10 10:03 PM, gburdell1 at gmail.com wrote:
> Given
>
> m=numpy.array([[1, 2, 3]])
>
> I want to obtain
>
> array([[1, 1, 1, 1, 2, 2, 2, 2, 3, 3, 3, 3]])
>
> One way I've found to do this is:
>
> numpy.reshape(numpy.tile(m,(4,1)),(12,1),'f').T
>
> Another way is:
>
> numpy.reshape(numpy.tile(m,(4,1)).flatten(1),(1,12))
>
> Is there a simpler way to do this, without having to go jump through
> so many hoops?

Peter Otten gave you the correct answer. If you have more numpy questions, you 
should ask on the numpy mailing list:

   http://www.scipy.org/Mailing_Lists

-- 
Robert Kern

"I have come to believe that the whole world is an enigma, a harmless enigma
  that is made terrible by our own mad attempt to interpret it as though it had
  an underlying truth."
   -- Umberto Eco