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Add resize() and tests

Ryan Curtin requested to merge rcurtin/bandicoot-code:resize into unstable

This implements resize() using existing kernels (just submatrix copy, and zeros()). A suite of tests is added too, including testing the combination of resize() with conv_to. I'll let this sit for a couple days before merging in case there are any comments.

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