One table to rule them all

• We want one (or a small number) of wide tables as Feature store

Many notebooks

• We want to have the option to split code into many notebooks

Orchestration is not my problem

• We don’t want to handle orchestration and writes in every notebook

Target features are 1st class citizens

• Model targets should be calculated using the same code as features for scoring

Write once use everywhere

• Feature store is the single table used across many use cases