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Getting Started

Setup and Installation
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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Symbolic Toolbox

Symbolic Toolbox#

Supported Subset of SymPy
Fields
Assignments and AssignmentCollection
Extensions to SymPy
New-Style Algebraic Fields [Experimental]

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Kernel Flowgraphs with ps.flow [Experimental]

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Supported Subset of SymPy

By Martin Bauer, Markus Holzer, Frederik Hennig

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