compress()

abstract BasisTemplate.compress(states)

Map high-dimensional states to low-dimensional latent coordinates.

Parameters

states(n, …) ndarray

Matrix of n-dimensional state vectors, or a single state vector.

Returns

states_compressed(r, …) ndarray

Matrix of r-dimensional latent coordinate vectors, or a single coordinate vector.