Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation

Dealing with uncertainty in applications of machine learning to real-life data critically depends on the knowledge of intrinsic dimensionality (ID). A number of methods have been suggested for the purpose of estimating ID, but no standard package to easily apply them one by one or all at once has be...

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Detalles Bibliográficos
Autores principales: Bac, Jonathan, Mirkes, Evgeny M., Gorban, Alexander N., Tyukin, Ivan, Zinovyev, Andrei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Technical Note
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8534554/
https://www.ncbi.nlm.nih.gov/pubmed/34682092
http://dx.doi.org/10.3390/e23101368

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8534554/
https://www.ncbi.nlm.nih.gov/pubmed/34682092
http://dx.doi.org/10.3390/e23101368

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