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Support Array API Standard for Python. #792

@purepani

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@purepani

Numpy 2.0 is about to come out in 4 days, so making sure support for that would be good. It would also be good to try and have support for the Array API standard so that more array backends could be used as needed(which would allow for things like jax to be used), though this might be a slightly longer term goal.

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