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Numpy implementation of numerical methods: Gaussian Filters, Newton's method, Cubic Spline Interpolation, PCA & K-Means, Seamless Cloning

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Numerical Mathematics

Image Filters

Implementation of:

  • Mean filter
  • Median filter
  • Gaussian filter
  • Bilateral gaussian filter

Newton's method

Implementation of newton's method to solve:

  • R -> R equation
  • R^2 -> R^2 equations
  • z^3 = 1 Julia set
  • z^5 = 1
  • R^2 -> R optimization
  • Mandelbrot set

Spline Interpolation

Implementation of:

  • Natural Cubic Spline
  • Hermite Cubic Spline
  • Natural Spline Curve for R^2
  • Hermite Spline Curve for R^2

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Numpy implementation of numerical methods: Gaussian Filters, Newton's method, Cubic Spline Interpolation, PCA & K-Means, Seamless Cloning

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