This functionality is in fact only one application of a more general transformation system in Matplotlib. Each of the axes' scales are set separately using set_xscale and set_yscale methods which ...

There are two ways to build plots in matplotlib: (i) functional method, (ii) object oriented method. First we'll look at the functional method.