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Use api-array-compat as a backend #22

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@kadykov

What do you think about the api-array-compat project?

It should be not so difficult to change the backend from PyTorch to api-array-compat, and it will give many advantages:

  • Simplify array type selection/verification logic
  • Add cupy support for those who want to calculate on GPU, but don't need backpropagation or don't want to install PyTorch
  • Make PyTorch dependence optional

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