Package dlkoopman

Welcome to the documentation and API reference for DLKoopman - a Python package for Koopman theory using deep learning.

Source code: https://github.com/GaloisInc/dlkoopman

PyPI page: https://pypi.org/project/dlkoopman/

Sub-modules

dlkoopman.config

Configuration options

dlkoopman.hyp_search

Ready-to-use hyperparameter search module.

dlkoopman.metrics

Loss and error functions, used to optimize models and report their performance.

dlkoopman.nets

Neural nets used inside the models.

dlkoopman.state_pred

State Predictor …

dlkoopman.traj_pred

Trajectory Predictor …

dlkoopman.utils

Utilities