Common Analytical Framework (CAF) Brain

What is it?
CAF Brain is a Python tool that supports the use of machine and deep learning within the Common Analytical Framework. It builds on established libraries to provide a consistent way to set up, run and compare models as part of transport analysis.

How is it useful?
It helps analysts apply data‑driven methods to transport and planning problems, such as identifying patterns, testing assumptions and exploring scenarios. By using shared approaches and structures, CAF Brain supports more consistent analysis across projects. The tool is in early development, so users should fix a version and review changes before upgrading.