Thanks for the reply. Further Googling got me to the answer during the day (UK time yesterday).
plt.show() also works with IntelliJ IDEA / PyCharm (and of course, you’ll need a import matplotlib.pyplot as plt at the top). For IPython, invoking from the command line with ipython --pylab auto also seems to work.