compress()#
- BasisMulti.compress(states)[source]#
Map high-dimensional states to low-dimensional latent coordinates.
- Parameters
- states(n, …) ndarray
Matrix of n-dimensional state vectors, or a single state vector. The first
full_variable_sizes[0]entries correspond to the first state variable, the nextfull_variable_sizes[1]entries correspond to the second state variable, and so on.
- Returns
- states_compressed(r, …) ndarray
Matrix of r-dimensional latent coordinate vectors, or a single coordinate vector. The first
reduced_variable_sizes[0]entries correspond to the first reduced state variable, the nextreduced_variable_sizes[1]entries correspond to the second reduced state variable, and so on.