scikit-fda: análisis de datos funcionales en Python

C. Ramos Carreño, J. L. Torrecilla Noguerales, A. Suárez González

Presentaremos la librería de Python scikit-fda para trabajar con datos funcionales (https://github.com/GAA-UAM/scikit-fda). Se trata de un paquete de propósito general que cuenta con una amplia variedad de herramientas para representación, preproceso, análisis exploratorio y aprendizaje automático. Además, la integración en el ecosistema científico de Python, y en particular con la API de scikit-learn, hace posible el uso de las funcionalidades disponibles en este entorno, como la selección de modelos y parámetros. La librería dispone de una extensa documentación que incluye tutoriales paso a paso y ejemplos de uso. El paquete scikit-fda es un proyecto de software libre que continua en desarrollo y está abierto a contribuciones de la comunidad de datos funcionales.

Keywords: análisis de datos funcionales, software estadístico, scikit, Python

Scheduled

GT06 Functional Data Analysis II. Tools and apps
June 8, 2022  4:00 PM
Grade Hall

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