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    pykoop
    Digital AssetAvailable

    pykoop

    Quote on request

    Faculty of Engineering
    Mechanical Engineering
    McGill University

    pykoop is a Koopman operator identification library written in Python, compatible with scikit-learn. It allows users to specify Koopman lifting functions and regressors to learn linear models of dynamical systems in a lifted space. The library emphasizes modular lifting function construction and leverages scikit-learn's infrastructure for tasks like cross-validation.

    Key Features:

    • Modular design for customizable lifting functions.
    • Integration with scikit-learn for machine learning workflows.
    • Support for control inputs and multi-episode datasets.
    DECAR

    DECAR

    Faculty of Engineering

    Research lab focused on advancing scientific knowledge and innovation.

    JF

    James Richard Forbes

    DECAR · McGill University
    Digital AssetAvailable

    pykoop

    Quote on request

    Faculty of Engineering
    Mechanical Engineering
    McGill University

    pykoop is a Koopman operator identification library written in Python, compatible with scikit-learn. It allows users to specify Koopman lifting functions and regressors to learn linear models of dynamical systems in a lifted space. The library emphasizes modular lifting function construction and leverages scikit-learn's infrastructure for tasks like cross-validation.

    Key Features:

    • Modular design for customizable lifting functions.
    • Integration with scikit-learn for machine learning workflows.
    • Support for control inputs and multi-episode datasets.
    pykoop
    DECAR

    DECAR

    Faculty of Engineering

    Research lab focused on advancing scientific knowledge and innovation.

    JF

    James Richard Forbes

    DECAR · McGill University

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    Explore

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    McGill UniversityConcordia UniversityUniversité de MontréalPolytechnique MontréalDobson Centre for EntrepreneurshipUniversity of Alberta
    © 2026 LabGiant
    EN|FR
    Privacy PolicyTerms of Service