kooplearn.kernel

KernelRidge([n_components, lag_time, ...])

Kernel model minimizing the \(L^{2}\) loss.

NystroemKernelRidge([n_components, ...])

Nyström-accelerated Kernel model minimizing the \(L^{2}\) loss.

GeneratorDirichlet(diffusion[, ...])

Kernel-based estimator for the infinitesimal generator of diffusion processes using the Dirichlet-form method.