A package providing manifold parametrization in the Diffusion Maps framework and identification of dynamical systems in the Koopman operator view with the Extended Dynamic Mode Decomposition.
Project description
The package provides:
(Extended-) Dynamic Mode Decomposition (EDMD) to approximate the Koopman operator for system identification.
Diffusion Maps to find meaningful geometric descriptions in point clouds, such as the eigenfunctions of the Laplace-Beltrami operator.
Data structure for time series collections (TSCDataFrame) and dedicated transformations, such as time-delay embeddings (TSCTakensEmbedding). The data structures operate with both EDMD and DMAP.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
