Dynamic Mode Decomposition is a powerful data processing tool that allows for dynamical systems modeling by using a numerical and computational approximation of the Koopman Opertator. This library implements import improvements in the use of these algorithms for real time dynamical system adaptation as presented in Zhang et al..
Please note I hold no affiliations to any of the authors above, this is simply my interpretation and implementation of the algorithms presented in their works.
Install instructions:
git clone https://github.com/VArdulov/online_dmd.git
cd online_dmd
pip install .
- Go into more detail about the exact implementation and usage.