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10 search results found

Pysindy ⭐ 1,188

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

Dynamicalsystems.jl ⭐ 783

Award winning software library for nonlinear dynamics and nonlinear timeseries analysis

Neuromancer ⭐ 621

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

Nonlineardynamicstextbook ⭐ 184

Nonlinear Dynamics: A concise introduction interlaced with code

core C++ library

Ssmlearn ⭐ 23

Data-driven reduced order modeling for nonlinear dynamical systems

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

Open-source software for computing the basin stability of multi-stable dynamical systems

Pde Vae Pytorch ⭐ 11

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

Pressio4py ⭐ 6

Python bindings to pressio

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1-10 of 10 search results

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