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Evaluate alternative backends #437

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@ejolly

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@ejolly

To leverage newer faster tools (e.g. GPU, parallelization) with potentially nicer APIs, we're interested in exploring different backends or providing a flexible system to swap out backends on-the-fly:

Numpy alternatives:

  • Jax
  • MLX
  • Torch

Pandas alternatives:

  • Polars

Also see #201 and #239

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