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Rendering Math in Mezzanine

I've started a Mezzanine blog/site to write my survey paper (to share with others or what not).

I've written the individual posts as ipython notebooks, and then used nbconvert to change it into markdown. I'm using page-down in my Mezzanine site (atkoh.pythonwhere.com).

The problem is: the math does not render. Is there some sort of plugin or tutorial?

For example, my code shows the following:

$\frac{1}{2}$

Disclaimer: I have almost no background in web development, and I know basic HTML, CSS, and Javascript.

The math from IPython notebook is in Latex, so you'll have to work out how to render that to HMTL if you want to see your math rendered correctly.