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Add kernel method #1

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@cwrowley

It would be nice to add kernel DMD as an option, for instance to standard DMD or streaming (or potentially TLS). One possibility would be something like:

sdmd = StreamingDMD(kernel=10)

for a kernel (1 + x'y)^{10}, or

sdmd = StreamingDMD(kernel=f)

for a user-defined kernel f(x,y). Any thoughts?

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