functional-dependency

Quasi-determinism screening for fast Bayesian Network Structure Learning (from T.Rahier's PhD thesis, 2018)

A Python library that emulates relations and functional dependencies and solves common problems like BCNF decomposition.

Tool that can profile datasets and perform data normalization using Functional Dependencies.

Connects python functions to function parameters through reflectively generating a dependency graph. Runs on top of pandas to allow for easier ETL and reporting.