PySINDy: A Python package for the sparse identification of nonlinear dynamical systems from data
Brian M. de Silva, Kathleen Champion, Markus Quade, Jean-Christophe Loiseau, J. Nathan Kutz, Steven L. Brunton
Abstract
de Silva et al., (2020). PySINDy: A Python package for the sparse identification of nonlinear dynamical systems from data. Journal of Open Source Software, 5(49), 2104, https://doi.org/10.21105/joss.02104
Topics & Concepts
Python (programming language)Nonlinear systemComputer scienceSoftware packageSystem identificationComputational scienceOpen sourceSoftwareIdentification (biology)Programming languagePhysicsData modelingSoftware engineeringBiologyQuantum mechanicsBotanyModel Reduction and Neural NetworksComputational Physics and Python ApplicationsAdvanced Image Processing Techniques