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