IAN HELFRICH / SITE INDEXFind anything.
71 records
Public projects

In progress · August 7, 2025

MacroResearchTools

Python toolkit for macroeconomic research with Numba-accelerated FRED pipelines and structural-VAR scaffolding. Built for the kind of empirical macro work where the data engineering eats the analyst's day.

Status
In progress
Topics
macro · python · numba · FRED
Boundary
This is a development record. Scope, release, and completion claims remain limited to the artifacts linked here.

The FRED-fetch and panel-construction layer predates later teaching tools; a stripped-down version has supported generalized macroeconomics instruction. The Numba acceleration matters when rolling-window VARs run over a 60-year monthly panel and the data pipeline would otherwise dominate the analysis time.

Private until I’ve cleaned up the API and decided whether it’s a paper-accompaniment release or a standalone tool.