{"id":19757111,"url":"https://github.com/dynamicslab/databook_matlab","last_synced_at":"2025-04-06T05:17:05.514Z","repository":{"id":52449126,"uuid":"244499119","full_name":"dynamicslab/databook_matlab","owner":"dynamicslab","description":"Matlab files with demo code intended as a companion to the book \"Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control\" by Steven L. Brunton and J. 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L. Brunton and J. N. Kutz  \nCambridge Textbook, 2019  \nCopyright 2019, All Rights Reserved  \nhttp://databookuw.com/\n\nPlease cite this book when using this code/data. \n\nMATLAB code library by S. L. Brunton and J. N. Kutz.\n\n**This code makes use of data files not packaged in the repository. These may be downloaded here: http://databookuw.com/DATA.zip (unzip into same directory)**\n\nPython versions of these demos are available at https://github.com/dynamicslab/databook_python\n\nLinks to useful Github codes:\n\nChapter 1\n\n  — rSVD (N. Ben Erichson): https://github.com/erichson/rSVD\n  \nChapter 3\n\n  — SSPOR (Krithika Manohar): https://github.com/kmanohar/SSPOR_pub\n  \nChapter 7\n\n  — PDE-FIND (Sam Rudy): https://github.com/snagcliffs/PDE-FIND\n  \n  — DeepKoopman (Bethany Lusch): https://github.com/BethanyL/DeepKoopman\n  \n  — KRONIC (Eurika Kaiser): https://github.com/eurika-kaiser/KRONIC\n  \nChapter 10\n\n  — SINDY-MPC (Eurika Kaiser): https://github.com/eurika-kaiser/SINDY-MPC\n  \n  — MLC (Thomas Duriez, Bernd Noack): http://berndnoack.com/MachineLearningControl.php\n\n\nOther codes that we found useful, but have not included in our repository because of copyright:\n\ncvx: http://cvxr.com/cvx/download/\n\nmp3readwrite: https://labrosa.ee.columbia.edu/matlab/mp3read.html\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdynamicslab%2Fdatabook_matlab","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdynamicslab%2Fdatabook_matlab","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdynamicslab%2Fdatabook_matlab/lists"}