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Add all the new functions from 3.1 #31

@pavanky

Description

@pavanky
  • sum with NaN support
  • product with NaN support
  • sigmoid
  • select
  • replace
  • lock
  • unlock
  • dog
  • sat
  • wrap
  • unwrap
  • ycbcr2rgb
  • rgb2ycbcr
  • fftInPlace, fft2InPlace, fft3InPlace
  • ifftInPlace, ifft2InPlace, ifft3InPlace
  • fft_r2c, fft2_r2c, fft3_r2c
  • fft_c2r, fft2_c2r, fft3_c2r
  • saveArray
  • readArray
  • toString (__repr__, __str__)
  • af.display extended with precision parameter
  • nearestNeighbour
  • harris
  • susan
  • svd, svdInPlace

C++ only functions

  • copy (not added)

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