policyengine-vectorization

What problem does it solve?

This Skill emphasizes vectorization to avoid scalar logic when processing multiple households simultaneously with NumPy arrays.

Core Features & Use Cases

• Vectorized conditions: Replace if-elif with where() and select().
• Boolean operations: Use &, |, ~ for arrays.
• Clipping and lookups: Use clip and vectorized lookups for performance.

Quick Start

Convert a scalar if-else block into a where() call to operate on arrays.