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in it into pixel.h.  I did this to make sure that all the things
that #include pixel.h are always "header-only" since most of
dlib is header-only already.

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and bayesian networking stuff out and gave them their own pages.

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add new functionality.  This breaks backwards compatibility with the
previous on_request() interface but it is easy to update old code and
it is now much cleaner.

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independent vectors rather than the newest vectors.  I then changed the
svm_pegasos object so that it has a max number of support vector setting
so that the user can supply an upper limit on the number of support
vectors to use.  Note that these changes broke backwards compatibility
with the previous serialized format of these objects.

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it started to prune the set of independent vectors.  All subsequent
prunings were right, just not the first one.

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implementation files.

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range() rather than the previous column vector range().

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invalid_svm_nu_error exceptions and just gives them a bad score rather
than letting them get out and annoy the user.

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  - Updated old tests now that range() gives row vectors instead of column vectors.
  - Fixed a bug in subm() that showed up when statically dimensioned row vectors
    were used to select a sub matrix.

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    functions
  - Added an overload of pow() for pow(scalar, matrix)
  - Changed the range() function so that it returns row vectors
    instead of column vectors.

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