scikit-fda: A Python Package for Functional Data Analysis

Understand

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.