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scikit-fda: A Python Package for Functional Data Analysis. (arXiv:2211.02566v1 [stat.CO])
Nov. 7, 2022, 2:13 a.m. | Carlos Ramos-Carreño, José Luis Torrecilla, Miguel Carbajo-Berrocal, Pablo Marcos, Alberto Suárez
stat.ML updates on arXiv.org arxiv.org
The library scikit-fda is a Python package for Functional Data Analysis
(FDA). It provides a comprehensive set of tools for representation,
preprocessing, and exploratory analysis of functional data. The library is
built upon and integrated in Python's scientific ecosystem. In particular, it
conforms to the scikit-learn application programming interface so as to take
advantage of the functionality for machine learning provided by this package:
pipelines, model selection, and hyperparameter tuning, among others. The
scikit-fda package has been released as free …
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