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FMIFlux.jl

What is FMIFlux.jl?

FMIFlux.jl is a free-to-use software library for the Julia programming language, which offers the ability to setup NeuralFMUs: You can place FMUs (fmi-standard.org) simply inside any feed-forward NN topology and still keep the resulting hybrid model trainable with a standard AD training process.

How can I use FMIFlux.jl?

  1. open a Julia-Command-Window, activate your prefered environemnt
  2. goto package manager using ]
  3. type add FMIFlux or add "https://github.com/ThummeTo/FMIFlux.jl"
  4. have a look in the example folder

What is currently supported in FMIFlux.jl?

  • building and training ME-NeuralFMUs with the default Flux-Front-End
  • building and training CS-NeuralFMUs
  • ...

What is under development in FMIFlux.jl?

  • different modes for sensitivity estimation
  • documentation
  • more examples
  • ...

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  • Julia 94.2%
  • Modelica 5.8%