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Active learning of dynamical systems

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DynLearn

Active learning of dynamical systems modelled by Gaussian processes.

Details and documentation

Background in talk at Costnet18

Install

Install a variant of conda, and then:

conda env create -f dynlearn-environment.yml
conda activate DynLearn

Run

scripts/dynlearn-demo -E=10 --seed=123456 active

Look in the plots directory for some results.

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Active learning of dynamical systems

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  • Python 89.7%
  • MATLAB 9.5%
  • Other 0.8%