Beaker Notebook vs Roost

Open Source Polyglot Data Science Tool

The Beaker Notebook is a new open source tool for research and data science. It's advanced UI allows you to focus on your data and your science, instead of getting frustrated by your tool. We designed it to be polyglot from the ground up. That is, a single notebook may contain code from multiple different languages that communicate with one another through a unique feature called autotranslation. You can set a variable in a Python
cell and then read that variable in a subsequent R cell, and everything just works, magically. Beaker comes with built-in support for Python, R, Javascript, Scala, Groovy, Julia, Clojure, and K.

Finding your new home, made simple

Roost is great for couples to house hunt on the go.

Pair up with your partner via Facebook and the properties you both like ping up as 'matches'. Simply swipe through properties based on your search criteria.

Then set up viewings, focussing only on the places you both would want to live in.

It works for renters or buyers in the UK.