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Extended Dynamic Mode Decomposition for system identification from time series data (with dictionary learning, control and streaming options). Diffusion Maps to extract geometric description from data.

Home Page: https://datafold-dev.gitlab.io/datafold/

License: MIT License

Python 84.14% TeX 1.13% Jupyter Notebook 13.67% Dockerfile 0.09% Makefile 0.98%
dynamic-mode-decomposition machine-learning manifold-learning dynamical-systems scientific-computing scikit-learn data-driven koopman-operator diffusion-map extended-dynamic-mode-decomposition

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