fit_compress()

LinearBasis.fit_compress(states)

Construct the basis and map high-dimensional states to low-dimensional latent coordinates.

Parameters:

states(n, k) ndarray

Matrix of \(k\) \(n\)-dimensional snapshots.

Returns:

states_compressed(r, k) ndarray

Matrix of \(r\)-dimensional latent coordinate vectors.