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[Feature Request] Integration procedures for Interpolation and LinearRegression #291

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bvenn opened this issue Aug 31, 2023 · 0 comments
Open
9 tasks

[Feature Request] Integration procedures for Interpolation and LinearRegression #291

bvenn opened this issue Aug 31, 2023 · 0 comments

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@bvenn
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bvenn commented Aug 31, 2023 •
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Integrals can easily be calculated for step functions, linear splines, polynomials and splines. These procedures are missing for most of the interpolation and regression modules.

Important: unit tests should cover both, negative x and negative y values!

Interpolation

  • step interpolation
  • akima interpolation
  • hermite interpolation
  • polynomial interpolation
  • cubic spline interpolation

Regression

  • simple linear regression
  • polynomial regression
  • smoothing spline
  • (optional) robust simple linear regression
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