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python software built upon jax, that allows to convert SBML models into python classes

Project description

SBMLtoODEjax

The sbmltoodejax project builds upon the sbmltoodepy project which allows to convert Systems Biology Markup Language (SBML) models into python classes that can then easily be simulated (and manipulated based on one's need) in python projects.

At the difference of the original sbmltoodepy project, sbmltoodejax makes use of jax framework allowing to take advantage of jax mains features which are

  • just-in-time compilation (jit)
  • automatic vectorization (vmap)
  • automatic differentiation (grad)

License

The project is licensed under the MIT license.

Acknowledgements

SBMLtoODEjax is a software package based on the SBMLtoODEpy, jax and equinox packages.

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