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Groupyr: Sparse Group Lasso in Python

For high-dimensional supervised learning, it is often beneficial to use domain-specific knowledge to improve the performance of statistical learning models. When the problem contains covariates which form groups, researchers can include this grouping information to find parsimonious representations...

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Detalles Bibliográficos
Autores principales: Richie-Halford, Adam, Narayan, Manjari, Simon, Noah, Yeatman, Jason, Rokem, Ariel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9262337/
https://www.ncbi.nlm.nih.gov/pubmed/35812695
http://dx.doi.org/10.21105/joss.03024