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Add SmoothedConstantInterpolation #367

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@SouthEndMusic SouthEndMusic commented Nov 25, 2024 •
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Fixes #364.

Checklist

  • Appropriate tests were added
  • Any code changes were done in a way that does not break public API
  • All documentation related to code changes were updated
  • The new code follows the
    contributor guidelines, in particular the SciML Style Guide and
    COLPRAC.
  • Any new documentation only uses public API

Additional context

using DataInterpolations
using Plots
using Random

N = 10
Random.seed!(8)
u = rand(N)
t = cumsum(rand(N))
A1 = ConstantInterpolation(u, t)

p = plot()
plot!(A1)

for d_max in 00.05:0.05:0.2
    A2 = SmoothedConstantInterpolation(u, t, cache_parameters = true; d_max)
    plot!(A2)
end

p

figure

@SouthEndMusic SouthEndMusic marked this pull request as draft November 25, 2024 15:27
@SouthEndMusic SouthEndMusic marked this pull request as ready for review November 26, 2024 11:43
@SouthEndMusic SouthEndMusic marked this pull request as draft November 26, 2024 11:44
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Successfully merging this pull request may close these issues.

Smooth equivalent of ConstantInterpolation in terms of integral
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@SouthEndMusic