Principal components analysis (PCA) is a well-known technique for approximating a data set represented by a matrix by a low rank matrix. Here, we extend the idea of PCA to handle arbitrary data sets…

The behaviour of any physical system is governed by its dynamical equations. Much of physics is concerned with discovering these dynamical equations and understanding their implications. It is…