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Add back reshape and broadcast_to with format selection #796

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@hameerabbasi
          > I see that the PR removes `reshape` and `broadcast_to`. Is it intended? I think these functions should stay as they are a part of Array API standard.

I was planning on adding them back as part of a follow-up PR, with some heuristics on the format selection.

Originally posted by @hameerabbasi in #792 (comment)

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  1. prady0t commented on Mar 4, 2025

    @prady0t
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    Can I help you with this if it's sill relevant?

  2. hameerabbasi commented on Mar 4, 2025

    @hameerabbasi
    CollaboratorAuthor

    @prady0t We're missing some primitives on the MLIR side to be able to do this efficiently. Reshape was added in #800, but we still need broadcast_to.

  3. prady0t commented on Mar 4, 2025

    @prady0t
    Collaborator

    Thanks for the quick response! Could you point me to issues you might need help with? I would love to be of some use here 😅

  4. hameerabbasi commented on Mar 4, 2025

    @hameerabbasi
    CollaboratorAuthor

    @prady0t Could you maybe come over to the Discord linked in: https://scientific-python.org/community/#join-the-discussion? It'd be good to know your skill-set before telling you what would be good issues to solve.

  5. prady0t commented on Mar 4, 2025

    @prady0t
    Collaborator

    Sure! Thanks.

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