scikit-rf Comparison

ParamRF aims to complement and not replace scikit-rf. While scikit-rf excels at static network manipulation, it does not take a parameter-first modeling approach, and also suffers from Python interpreter overhead and finite difference approximations which JAX eleviates.

This section provides a brief comparison between the core philosophies of scikit-rf and ParamRF, and also demonstrates a short benchmarking script showing the performance benefits when using JAX.

• Overview
  • Core Philosophy
  • Concrete Comparison
  • When to use scikit-rf
  • When to use ParamRF
• Performance
  • Benchmark Script
  • Expected Output
  • The Autodiff Advantage