Use subplots_adjust. In your case this looks good:
fig.subplots_adjust(hspace=.5)
to remove the tick labels do this:
ax1.set_xticklabels([])
Similar for the yticklabels. However, you cannot share the x-axis with the plots that do have tick labels.
