nzolman / sindy-rl Star 82 Code Issues Pull requests Discussions Code for "SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning" by Zolman et al. control dynamics ml discovery rl sindy data-driven-dynamics sparse-identification-of-nonlinear-dynamics Updated Jul 27, 2024 Python
EthanJamesLew / AutoKoopman Star 52 Code Issues Pull requests AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control. deep-learning reachability dynamical-systems autoencoders system-identification sindy dynamic-mode-decomposition koopman koopman-operators data-driven-dynamics Updated May 7, 2024 Python
MSU-dcypherlab / Incremental-DMD-for-EEG-Data Star 4 Code Issues Pull requests An Incremental Approach to Online Dynamic Mode Decomposition for Time-Varying Systems with Applications to EEG Data Modeling dynamic-mode-decomposition data-driven-dynamics time-varying-systems incremental-algorithms Updated Aug 2, 2019 MATLAB
stefan-zobel / dynmode-decompJ Star 1 Code Issues Pull requests Java Dynamic Mode Decomposition java dimensionality-reduction singular-value-decomposition dynamic-mode-decomposition data-driven-dynamics Updated Mar 19, 2024 Java