WIP changes to paper, plus some bug fixes #88

Job	Run time
Run Jupyter CI tests (Python 3.6, IPython 5.5.0)	9m 25s
Run Jupyter CI tests (Python 3.6, IPython 7.16)	9m 37s
Run Jupyter CI tests (Python 3.7, IPython 5.5.0)	8m 22s
Run Jupyter CI tests (Python 3.7, IPython 7.31)	7m 50s
Run Jupyter CI tests (Python 3.8, IPython 7.3.0)	8m 35s
Run Jupyter CI tests (Python 3.8, IPython 8.12.2)	7m 21s
Run Jupyter CI tests (Python 3.9, IPython 7.15)	7m 8s
Run Jupyter CI tests (Python 3.9, IPython latest)	9m 27s
Run Jupyter CI tests (Python 3.10, IPython 8)	7m 18s
Run Jupyter CI tests (Python 3.10, IPython latest)	8m 3s
Run Jupyter CI tests (Python 3.11, IPython 8.8.0)	7m 21s
Run Jupyter CI tests (Python 3.11, IPython latest)	7m 20s
	1h 37m 47s

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