I am really having a problem when I am trying to plot a 3D scatter plot with multiple points, and I need to look into a particular area to analyse it, but I am not able to zoom in on that point or ...

The first call to matshow() re-enables interactive mode after it has been disabled by matplotlib.interactive(False). In a Jupyter notebook, this has the result of a figure not intended for display ...