fit_compress()#
- BasisTemplate.fit_compress(states)[source]#
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.