Skip to content
#

extended-dynamic-mode-decomposition

Star

Here are 6 public repositories matching this topic...

Language: All
Filter by language
All 6 Python 3 Jupyter Notebook 2 Julia 1

jbramburger / DataDrivenDynSyst

Star 172

Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems

data-science machine-learning neural-network forecasting autoencoder dynamical-systems kernel-methods conservation-laws autoencoders sindy dynamic-mode-decomposition time-delay stroboscopic-map poincare-map autoencoder-neural-network extended-dynamic-mode-decomposition physics-informed-learning sindy-algorithm physics-informed-neural-networks universal-approximation-theorem
  • Updated Oct 28, 2025
  • Jupyter Notebook

datafold-dev / datafold

Star 32

Extended Dynamic Mode Decomposition for system identification from time series data (with dictionary learning, control and streaming options). Diffusion Maps to extract geometric description from data.

machine-learning time-series data-driven scikit-learn scientific-computing dynamical-systems manifold-learning time-series-analysis dynamic-mode-decomposition extended-dynamic-mode-decomposition koopman-operator diffusion-map
  • Updated Sep 12, 2024
  • Python

Masoudjafaripour / World_Model_SSMs_Video_IMGGen

Star 14

A repo for using different dynamic world modeling for planning, prediction and control: including State-Space Models (SSMs) and Video Models

reinforcement-learning ssm model-predictive-control robust-control dynamic-mode-decomposition state-space-models world-models koopman-operators extended-dynamic-mode-decomposition data-driven-control video-reasoning world-model deep-learning-koopman deep-koopman
  • Updated Sep 2, 2026
  • Python

Add this topic to your repo

To associate your repository with the extended-dynamic-mode-decomposition topic, visit your repo's landing page and select "manage topics."

Learn more