Gaussian Process Tutorial

mlai.gp_tutorial.ax_default(fignum, ax)

Utility function for either creating a new subplot or returning a particular axis

mlai.gp_tutorial.meanplot(x, mu, color='#3300FF', ax=None, fignum=None, linewidth=2, **kw)

Plot a mean function in a given colour.

mlai.gp_tutorial.gpplot(x, mu, lower, upper, edgecol='#3300FF', fillcol='#CC3300', ax=None, fignum=None, **kwargs)

Make a simple GP plot from a given mean, a lower and upper confidence bound