Converts a non positive definite symmetric matrix to positive definite symmetric matrix

Function that transforms a non positive definite symmetric matrix to a positive definite.

Function that transforms a non positive definite symmetric matrix to positive definite symmetric matrix -i.e. invertible-.

One particular case could be the inversion of a covariance matrix. The eigendecomposition of a matrix is used to add a small value to eigenvalues <= 0.