I have been playing around with matplotlib and mpld3 libraries and just realised that the default plugins do not have this functionality. In the web browser plot (from mpld3) there is a basic zoom plugin and a BoxZoom plugin but these do not replicate the zoom on matplotlib in which you are able to zoom on x and y axis by different amounts.
Is there an easy solution for this or an already developed plugin I am missing?