Examinando por Autor "G. Marques, Antonio"

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    dtwParallel: A Python package to efficiently compute dynamic time warping between time series
    (Elsevier, 2023) Escudero-Arnanz, Óscar; G. Marques, Antonio; Soguero-Ruiz, Cristina; Mora-Jiménez, Inmaculada; Robles, Gregorio
    dtwParallel is a Python package that computes the Dynamic Time Warping (DTW) distance between a collection of (multivariate) time series (MTS). dtwParallel incorporates the main functionalities available in current DTW libraries and novel functionalities such as parallelization, computation of similarity (kernel-based) values, and consideration of data with different types of features (categorical, real-valued, . . . ). A low-floor, high-ceiling, and wide-walls software design principle has been adopted, envisioning uses in education, research, and industry. The source code and documentation of the package are available at https://github.com/oscarescuderoarnanz/dtwParallel.