[Numpy-discussion] Should dot return 1x1 matrix as scalar?
Paulo J. S. Silva
pjssilva at ime.usp.br
Fri Jan 13 03:49:05 CST 2006
Hello,
I was playing with the matrix type in numpy and I felt the "need" to
have the "dot" function returning a 1x1 matrix as a scalar. This would
allow for expressions like:
x = matrix(arange(10.))
versorX = x / sqrt(x.T*x)
Right now, I have to write:
versorX = x / sqrt(x.T*x).item()
Actually, a.T*b can not always be used as the inner product with the
current behavior.
Note that dot already returns scalars when we multiply rank-1 arrays,
but matrices are always rank-2.
Best,
Paulo
More information about the Numpy-discussion
mailing list