SciML / DataDrivenDiffEq.jl

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization
https://docs.sciml.ai/DataDrivenDiffEq/stable/
MIT License
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Dictionary-learning sparse regression techniques #34

Open ChrisRackauckas opened 4 years ago

ChrisRackauckas commented 4 years ago

https://arxiv.org/abs/1707.00225

AlCap23 commented 4 years ago

Interesting!

Just some drafts here: Either we define the NeuralBasis we talked about or we simply provide a function like

function EDMD(X, NN, epochs, args...)
# Init
# Training 
return NeuralKoopman
end

for this.