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插值(scipy.interpolate)

https://docs.scipy.org/doc/scipy/reference/interpolate.html#module-scipy.interpolate

https://stackoverflow.com/questions/31464345/fitting-a-closed-curve-to-a-set-of-points

包含樣條函式和類,一維和多維(單變數和多變數)插值類,拉格朗日和泰勒多項式插值器,以及FITPACK 和DFITPACK函式的封裝。

Univariate interpolation

scipy.interpolate.interp1d

class 

scipy.interpolate.interp1dxykind ='linear'axis = -1copy = Truebounds_error = Nonefill_value = nanassume_sorted = False 

 

scipy.interpolate.BarycentricInterpolator

class scipy.interpolate.BarycentricInterpolatorxiyi = Noneaxis = 0 

 

樣條:

scipy.interpolate.splprep

scipy.interpolate.splprep(xw=Noneu=Noneub=Noneue=Nonek=3task=0s=Nonet=Nonefull_output=0nest=Noneper=0quiet=1)

 

Find the B-spline representation of an N-dimensional curve.

Given a list of N rank-1 arrays, x

, which represent a curve in N-dimensional space parametrized by u, find a smooth approximating spline curve g(u). Uses the FORTRAN routine parcur from FITPACK.