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Search results for python nonlinear dynamics

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14 search results found

Pysindy ⭐ 1,188

A package for the sparse identification of nonlinear dynamical systems from data

Neuromancer ⭐ 621

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

pyMOR - Model Order Reduction with Python

Cellpylib ⭐ 165

A library for working with Cellular Automata, for Python.

Nolitsa ⭐ 131

A Python module implementing some standard algorithms used in nonlinear time series analysis

Econpizza ⭐ 49

Solve nonlinear heterogeneous agent models

A toolbox for trajectory optimization of dynamical systems

Chen 3170 ⭐ 37

Computational Methods in Chemical Engineering (UMass Lowell, Spring 2024); Prof. Valmor F. de Almeida.

AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)

Multiscale Modelling Tool - mathematical modelling without the maths

Control Theory ⭐ 14

Tutorials on Control Theory

Pde Vae Pytorch ⭐ 11

PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning

A high-performance implementation of Empirical Dynamic Modeling (EDM)

SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations

Pressio4py ⭐ 6

Python bindings to pressio

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