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Dependency on MathJax.js

By default, ipython notebook will use MathJax on a CDN

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$ ipython notebook
2014-01-06 19:08:43.857 [NotebookApp] Using existing profile dir: u'/Users/antkong/.ipython/profile_default'
2014-01-06 19:08:43.865 [NotebookApp] Using MathJax from CDN: http://cdn.mathjax.org/mathjax/latest/MathJax.js
2014-01-06 19:08:43.888 [NotebookApp] Serving notebooks from local directory: /Users/antkong/wd/py
2014-01-06 19:08:43.889 [NotebookApp] The IPython Notebook is running at: http://127.0.0.1:8888/
2014-01-06 19:08:43.889 [NotebookApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).

To download and install the mathjax.js locally, we can run

from IPython.external.mathjax import install_mathjax
install_mathjax()