modal-inria Goto Github PK

cfda

Categorical Functional Data Analysis

cfda_shiny

Shiny interface of the cfda R package

cppnumericalsolvers

L-BFGS-B for TensorFlow or pure C++11 and other optimization methods

funclustering

Model-based clustering algorithm for multivariate functional data

hdpenreg

Algorithms for lasso and fused-lasso problems: implementation of the lars algorithm for lasso and fusion penalization and EM-based algorithms for (logistic) lasso and fused-lasso penalization.

kernalytics

Kernel methods for data analysis in a modular package.

mixtcomp

Model-based clustering package for mixed data

mixtcomp-docker

mlgl

Procedure of variable selection in the context of redundancy between explanatory variables, which holds true with high dimensional data

rankcluster

Implementation of a model-based clustering algorithm for ranking data (C. Biernacki, J. Jacques (2013) doi:10.1016/j.csda.2012.08.008 ).

xperium

Demo of MODAL's researches for Xperium at Lille University