[Numpy-discussion] matrix vs. array
Colin J. Williams
cjw at sympatico.ca
Wed Mar 15 04:51:03 CST 2006
Bill Baxter wrote:
>
> On 3/15/06, *Paulo J. S. Silva* <pjssilva at ime.usp.br
> <mailto:pjssilva at ime.usp.br>> wrote:
>
>
> > The other difference which isn't really obvious from looking at the
> > source code is that matrices always have at least rank
>
> Just to make clear. They *always* have rank two.
>
>
> Not necessarily.
>
> >>> m = numpy.matrix('[1 2 3; 4 5 6]')
> >>> mm = m[numpy.matrix('[0 1]')]
> >>> m
> matrix([[1, 2, 3],
> [4, 5, 6]])
> >>> mm
> matrix([[[[1, 2, 3]],
>
> [[4, 5, 6]]]])
> >>> mm.shape
> (1, 2, 1, 3)
>
> Maybe that's not supposed to be possible, but with current numpy
> (well, 0.9.5 at least) you see it is possible to get something with
> type matrix that is not rank 2.
A true matrix has two dimensions. The example above would appear to be
a bug.
Colin W.
>
> --bb
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