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