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Add GPU support #999

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@Zethson

Description of feature

  • Skeleton & GPU CI
  • fknni must support rapids & cupy arrays
  • add a cupy option to blobs
  • write a test which runs most of RSC directly
  • Singledispatch scanpy functions to RSC
  • Implement dynamic time warping kernel
  • Rewrite existing numpy dense implementations with array API
  • Add tests for GPU
  • implement tutorial with GPU

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