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Multilinear interpolation for ndarrays

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scijs/ndarray-linear-interpolate

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Multilinear (iebilinear/trilinear) interpolation for ndarrays.

Example

varndarray=require("ndarray")varinterp=require("ndarray-linear-interpolate")varx=ndarray(newFloat32Array(9),[3,3])x.set(1,1,1.0)for(varu=0.0,u<=3.0;u+=0.25){varrow=[]for(varv=0.0;v<=3.0;v+=0.25){row.push(interp(x,u,v))}console.log(row.join(" "))}//Prints out:////    0 0 0 0 0 0 0 0 0 0 0 0 0//    0 0.0625 0.125 0.1875 0.25 0.1875 0.125 0.0625 0 0 0 0 0//    0 0.125 0.25 0.375 0.5 0.375 0.25 0.125 0 0 0 0 0//    0 0.1875 0.375 0.5625 0.75 0.5625 0.375 0.1875 0 0 0 0 0//    0 0.25 0.5 0.75 1 0.75 0.5 0.25 0 0 0 0 0//    0 0.1875 0.375 0.5625 0.75 0.5625 0.375 0.1875 0 0 0 0 0//    0 0.125 0.25 0.375 0.5 0.375 0.25 0.125 0 0 0 0 0//    0 0.0625 0.125 0.1875 0.25 0.1875 0.125 0.0625 0 0 0 0 0//    0 0 0 0 0 0 0 0 0 0 0 0 0//    0 0 0 0 0 0 0 0 0 0 0 0 0//    0 0 0 0 0 0 0 0 0 0 0 0 0//    0 0 0 0 0 0 0 0 0 0 0 0 0//    0 0 0 0 0 0 0 0 0 0 0 0 0//

Install

npm install ndarray-linear-interpolate

require("ndarray-linear-interpolate")(array, x, y, z, ...)

Interpolates values on an ndarray.

  • array the array to interpolate from
  • x, y, z... the coordinate to evaluate the interpolated grid at

Returns The multilinearly interpolated value

Note To avoid the overhead of variable arguments, special interfaces are available for 1, 2 and 3 dimensions. You can access these using:

  • require("ndarray-linear-interpolate").d1
  • require("ndarray-linear-interpolate").d2
  • require("ndarray-linear-interpolate").d3

Credits

(c) 2013 Mikola Lysenko. MIT License

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