With IPython Notebook + nbviewer you got a similar functionality to using Rmarkdown + RPubs
You create your markdown documents and then you can access them using nbviewer. Actually in nbviewer you don´t leave any doc, the we justa access your docs which are usually in github
http://ipython.org/notebook.html
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