Section: New Software and Platforms

xLLiM

High dimensional locally linear mapping

Keywords: Clustering - Regression

Functional Description: This is an R package available on the CRAN at https://cran.r-project.org/web/packages/xLLiM/index.html

XLLiM provides a tool for non linear mapping (non linear regression) using a mixture of regression model and an inverse regression strategy. The methods include the GLLiM model (Deleforge et al (2015) ) based on Gaussian mixtures and a robust version of GLLiM, named SLLiM (see Perthame et al (2016) ) based on a mixture of Generalized Student distributions.

• Participants: Antoine Deleforge, Emeline Perthame and Florence Forbes

• Contact: Florence Forbes

• URL: https://cran.r-project.org/web/packages/xLLiM/index.html