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AnyPyTools vs py-pde

Both stand on physics simulation software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

AnyPyTools

Free plan LinuxWindows

AnyPyTools adds automation, sampling, parallel execution, and testing around the AnyBody Modeling System. It is free software, but its required external license remains a prerequisite.

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py-pde

Free plan LinuxMacSelf-hosted+1

py-pde offers a broad finite-difference toolkit with multiple fields, geometries, solvers, and computational backends. Its documented scope is narrower for unsupported equation types and requires caution when arbitrary expressions could contain malicious input.

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The facts

AnyPyToolspy-pde
Free planYesYes
Open sourceNot publishedNot published
Runs onLinux, WindowsLinux, Mac, Self-hosted, Windows
Lowest paid planFree or on requestFree or on request
Plans published11
MakerNot publishedNot published
Websiteanybody-research-group.github.iopy-pde.readthedocs.io
On physics simulation software#39 of 89#43 of 89

AnyPyTools: what it does well

  • Runs simulations in parallel across multiple cores
  • Supports Monte Carlo and Latin hypercube sampling
  • Exports selected variables into Python
  • Integrates model checks with pytest
  • Released under the MIT license

What to know first

  • Requires an AnyBody Modeling System license
  • Desktop support is limited to Linux and Windows
  • No paid support plan is listed

py-pde: what it does well

  • Supports nonlinear PDEs
  • Multiple grid geometries
  • Flexible boundary conditions
  • Several solver approaches
  • Optional MPI parallel processing

What to know first

  • Limited to simple fixed geometries
  • Time-independent systems not fully supported
  • Integro-differential systems not fully supported
  • Arbitrary expressions use exec()

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