An Approach to Symbolic Regression Using Feyn

Understand

In this article we introduce the supervised machine learning tool called Feyn.

• The simulation engine that powers this tool is called the QLattice.
• The QLattice is a supervised machine learning tool inspired by Richard Feynman's path integral formulation, that explores many potential models that solves a given problem.
• It formulates these models as graphs that can be interpreted as mathematical equations, allowing the user to completely decide on the trade-off between interpretability, complexity and model performance.