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Davis King 2011-06-03 22:22:27 -04:00
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programming approach using C++ templates. In particular, each algorithm is parameterized
to allow a user to supply either one of the predefined dlib kernels (e.g. <a
href="#radial_basis_kernel">RBF</a> operating
on <a href="containers.html#matrix">column vectors</a>), or a new user defined kernel.
on <a href="containers.html#matrix">column vectors</a>), or a new
<a href="using_custom_kernels_ex.cpp.html">user defined kernel</a>.
Moreover, the implementations of the algorithms are totally separated from the data on
which they operate. This makes the dlib implementation generic enough to operate on
any kind of data, be it column vectors, images, or some other form of structured data.