pystencils

Welcome to the documentation of the pystencils code generation tool for stencil codes. pystencils can help you to generate blazingly fast code for image processing, numerical simulations or any other task involving numpy arrays.

• Tutorials
  • Tutorial 01: Getting Started
  • Tutorial 02: Basic Kernel generation with pystencils
  • Tutorial 03: Datahandling
  • Tutorial 04: Advection Diffusion - Simple finite differences discretization
  • Tutorial 05: Phase-field simulation of spinodal decomposition
  • Tutorial 06: Phase-field simulation of dentritic solidification
  • Demo: Assignment collections and simplification
  • Plotting and Animation
  • Demo: Working with derivatives
  • Demo: Benchmark numpy, Cython, pystencils
  • Demo: Finite differences - 2D wave equation
• API Reference
  • Creating and calling kernels from Python
  • Assignment Collection & Simplifications
  • DataHandling
  • Configuration
  • Field
  • Stencil
  • Finite Differences
  • Plotting and Animation
  • For developers: AST Nodes and Transformations