kooplearn.preprocessing

TimeDelayEmbedding(history_length[, stride])	A scikit-learn compatible transformer that constructs time-delay embeddings (temporal windows) from trajectory data, with a configurable stride.
FeatureFlattener()	A scikit-learn compatible transformer that flattens multi-dimensional trajectories into a 2D array, and restores them to their original shape when inverted.