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> However, sometimes the matrix being operated on is not a linear operation, but a set of vectors or data points. In Jeremy Kun's book [1] he argues that in fa
by da39a3ee 6y ago
> However, sometimes the matrix being operated on is not a linear operation, but a set of vectors or data points.
In Jeremy Kun's book [1] he argues that in fact data matrices _can_ be viewed as linear transformations. See e.g. section 10.9 on the SVD
> That is, we’re saying the input is R3 and the basis vectors are people:...
> By representing the ratings this way, we’re imposing the hypothesis that the _process_ of rating movies is linear in nature. ...
[1] https://pimbook.org/ https://pimbook.org/