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Improving Zygote autodiff perfmance#291

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SouthEndMusic wants to merge 13 commits intoSciML:masterSciML/DataInterpolations.jl:masterfrom SouthEndMusic:datapoint_derivativesSouthEndMusic/DataInterpolations.jl:datapoint_derivativesCopy head branch name to clipboard

+276-108

Commits

Commits on Jul 7, 2024

• half a LinearInterpolation POC

  SouthEndMusic

  committed
  9737c50

• Add computations in POC

  SouthEndMusic

  committed
  16e985e

• Progress?

  SouthEndMusic

  committed
  25cdddc

Commits on Jul 8, 2024

• I now get gradients w.r.t. the u of the datapoints, but they are probably not correct yet

  SouthEndMusic

  committed
  e67abcd

• gradients w.r.t. u PoC!

  SouthEndMusic

  committed
  b1b5004

• Small fixes

  SouthEndMusic

  committed
  c7c8810

Commits on Jul 9, 2024

• QuadraticSpline gradient w.r.t. u

  SouthEndMusic

  committed
  406c76e

• Use sparse arrays

  SouthEndMusic

  committed
  aa23c78

• Small fixes

  SouthEndMusic

  committed
  436ac01

Commits on Jul 13, 2024

• Pass tests

  SouthEndMusic

  committed
  edde211

• Add ReadOnlyArray rrule

  SouthEndMusic

  committed
  30c99c7

• Ignure cumulative_integral

  SouthEndMusic

  committed
  353cdff

• Move SparseArrays to weakdeps

  SouthEndMusic

  committed
  72790c8