Embo: a Python package for empirical data analysis using the Information Bottleneck

We present embo, a Python package to analyze empirical data using the Information Bottleneck (IB) method and its variants, such as the Deterministic Information Bottleneck (DIB). Given two random variables X and Y, the IB finds the stochastic mapping M of X that encodes the most information about Y,...

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Detalles Bibliográficos
Autores principales: Piasini, Eugenio, Filipowicz, Alexandre L. S., Levine, Jonathan, Gold, Joshua I
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10162586/
https://www.ncbi.nlm.nih.gov/pubmed/37153754
http://dx.doi.org/10.5334/jors.322

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10162586/
https://www.ncbi.nlm.nih.gov/pubmed/37153754
http://dx.doi.org/10.5334/jors.322

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