[stefanpie]

Amaranth (previously nmigen) is super awesome declarative ways to build circuits. I like to think of it as a superior verilog alternative that lets you do RTL design in Python. Being able to use python constructs to dynamically build logic like in the example is super useful. You can integrate it with other things like scikit-learn, numpy, and script to build things like filters and hardware accelerators.