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master · 2.1 · 1.4

Getting Started

Setup and Installation
The pycodegen Tutorial
Legacy Tutorials

User Manual

Symbolic Language
Kernel Creation
Optimizing CPU Kernels
Pystencils for GPUs
Working with Data Types
Reductions in Pystencils
Random Number Generation
Pystencils for SYCL
Kernel Flowgraphs with ps.flow [Experimental]

API Reference

Symbolic Toolbox
Type System
Code Generation
JIT Compilation
Flowgraphs [Experimental]

Topics

Contribution Guide
- Development Workflow
- Testing pystencils
Version 2.0 Migration Guide
Developer’s Reference: Code Generation Backend

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By Martin Bauer, Markus Holzer, Frederik Hennig

© Copyright 2026, Martin Bauer, Markus Holzer, Frederik Hennig.