Tutorials
Interactive Jupyter notebooks with live output, tables, and plots. Each tutorial starts from raw market data and walks through a complete portfolio construction workflow.
Runnable scripts
The examples/ directory contains standalone Python scripts.
Tips
Bring your own data. All tutorials operate on pandas objects. Swap the CSV loader with your own data source and the rest of the workflow remains unchanged.
Reuse helper APIs. Functions like
pyvallocation.moments.estimate_moments()andpyvallocation.ensembles.assemble_portfolio_ensemble()snap into larger research pipelines without additional plumbing.