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钟尚武
dlib
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4fae5a5a
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4fae5a5a
authored
Jun 01, 2013
by
Davis King
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Clarified spec
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cca_abstract.h
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dlib/statistics/cca_abstract.h
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4fae5a5a
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@@ -72,9 +72,10 @@ namespace dlib
- #Ltrans.nc() == N
- #Rtrans.nr() == R.nc()
- #Rtrans.nc() == N
- No centering is applied to the L and R matrices. Therefore, if you want a
CCA relative to the centered vectors then you must apply centering yourself
before calling cca().
- This function assumes the data vectors in L and R have already been centered
(i.e. we assume the vectors have zero means). However, in many cases it is
fine to use uncentered data with cca(). But if it is important for your
problem then you should center your data before passing it to cca().
- This function works with reduced rank approximations of the L and R matrices.
This makes it fast when working with large matrices. In particular, we use
the svd_fast() routine to find reduced rank representations of the input
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