No plot window in matplotlib

I just installed matplotlib in Ubuntu 9.10 using the synaptic package system. However, when I try the following simple example >>> from pylab import plot; >>> plot([1,2,3],[1,2,3]) [<matplotlib.lines.Line2D object at 0x9aa78ec>] I get no plot window. Any ideas on how to get the plot window to show?