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Functional Numerical Algorithms

The purpose of this repository is to explore the convergence of numerical algorithms by writing them in a purely functional style.

The following clustering algorithms will be implemented:

  • K-Means

The following optimization algorithms will be implemented:

  • Newton-Raphson method for finding roots of a univariate non-linear function
  • Newton-Raphson method for finding roots of a multivariate non-linear function

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Numerical Algorithms in Scala

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