pyrichlet: A Python Package for Density Estimation and Clustering Using Gaussian Mixture Models

Bayesian nonparametric models have proven to be successful tools for clustering and density estimation. While there exists a nourished ecosystem of implementations in R, for Python there are only a few. Here we develop a Python package called pyrichlet, for Bayesian nonparametric density estimation...

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Bibliographic Details
Main Authors: Fidel Selva, Ruth Fuentes-García, María Fernanda Gil-Leyva
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2025-03-01
Series:Journal of Statistical Software
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/4925
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