I use this page to archive & promote great resources and tools for topics of interest.

Blogroll

Math ∩ Programming - a good place for easy to understand introductions to lots of derivations in math and computing.

Inference.vc - a fantastic resource for gaining insight into machine learning via information theory.

Distill.pub - gold standard for presentation in scientific explanations.

Tools

Libraries

Edward - a Pythonic probabalistic programming language built on top of Tensorflow. RandomVariables as first class objects and serve as the building blocks for compositional models & inference.

spaCy - my favourite Python library for all things NLP.

Generative Art

Blender - advanced 3D animation and modelling tool with a Python scripting interface.

nodebox - a tool built for exploring generative design with an extensible interface.