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Implementation of convolve #2205

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Implementation of convolve #2205

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AlexanderKalistratov
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Add implementation of dpnp.convolve. Implementation is mostly based on already existing functionality developed for dpnp.correlate
Similar to scipy.signal.convolve method keyword is introduced, but unlike scipy.signal.convolve dpnp.convolve works only with 1-d arrays.

  • Have you provided a meaningful PR description?
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  • Have you tested your changes locally for CPU and GPU devices?
  • Have you made sure that new changes do not introduce compiler warnings?
  • Have you checked performance impact of proposed changes?
  • If this PR is a work in progress, are you filing the PR as a draft?

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View rendered docs @ https://intelpython.github.io/dpnp/pull/2205/index.html

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