I love jupyter notebooks. But it can be difficult to run longer experiments due to connectivity issues. If your browser connection to the jupyter kernel is interrupted you may lose some output. This is why I made a little utility around nbconvert that lets you execute a notebook in a browser independent way.
Check the repo. Would be cool to find collaborators and find a way to track the notebook progress while it is executing