Mechanism base class and the Gaussian-process implementation

A Mechanism encapsulates the probabilistic model for a single node's conditional distribution P(X | parents). Kagu's sole built-in mechanism is the Gaussian process (GPMechanism), a flexible nonparametric default. To add a new backend, subclass Mechanism and implement the methods below.