Jupyter - Embed in Website

I am trying to create a website for a web mapping application where I would like to include an interactive Python console (in a similar fashion to what is already done with Google Earth Engine or Wakari).

I have checked out Jupyter (formerly IPython), but with no success or understanding on how I would accomplish this.

How could I, for example, have an interactive Jupyter notebook inside a div or iframe in my website? Are there any examples or tutorials on how to do this?

Thank you, Tiago