How-to: Experiment with tensorflow in an interactive notebook

I've always wanted to build something with tensorflow. I have one demo lying around with tensorflow, but never got around to develop something for real with this framework.

Although tensorflow has a lot of samples available and documentation to get you going, it's not that easy to build something real with it. To make it easier for me to experiment with it I've come up with a combination of tools that allow you to experiment with tensorflow using interactive python notebooks. <!-- more -->