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Simplify partial parametric derivative #9

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maximilian-kruse opened this issue Jan 17, 2025 · 1 comment
Open
3 tasks

Simplify partial parametric derivative #9

maximilian-kruse opened this issue Jan 17, 2025 · 1 comment
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@maximilian-kruse
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enhancement New feature or request

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@maximilian-kruse
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The sparsity structure of the partial parametric derivatives from PartialDerivator makes for an unintuitive interface. It would be better to have something less compressed, but easier to use.

  • Design new matrix format
  • Implement in derivator
  • Update disclaimer in docs
@maximilian-kruse maximilian-kruse added the enhancement New feature or request label Jan 17, 2025
@maximilian-kruse maximilian-kruse self-assigned this Jan 17, 2025
@maximilian-kruse maximilian-kruse changed the title Simply partial parametric derivative Simplify partial parametric derivative Jan 20, 2025
@maximilian-kruse
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I think the key here is to design a sum_duplicates method like in scipy.sparse. Then we can implement a COO-like output format and vectorize loops with JAX.

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