Modal team - Inria Lille-Nord Europe

All

11 repositories

MLGL
Public
Procedure of variable selection in the context of redundancy between explanatory variables, which holds true with high dimensional data
r variable-selection group-lasso
R
•1•3•0•0•Updated Jul 23, 2025Jul 23, 2025
MixtComp
Public
Model-based clustering package for mixed data
r statistics cpp clustering missing-data mixture-model heterogeneous-data cran mixed-data
Jupyter Notebook
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Other
•4•13•10•3•Updated Jun 16, 2025Jun 16, 2025
cfda
Public
Categorical Functional Data Analysis
functional-data-analysis hacktoberfest categorical-data r
R
•2•4•5•1•Updated Jan 28, 2025Jan 28, 2025
cfda_shiny
Public
Shiny interface of the cfda R package
R
•1•0•0•0•Updated Oct 10, 2023Oct 10, 2023
HDPenReg
Public
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.
r lasso-regression fused-lasso
C++
•1•2•1•0•Updated Oct 4, 2023Oct 4, 2023
Rankcluster
Public
Implementation of a model-based clustering algorithm for ranking data (C. Biernacki, J. Jacques (2013) doi:10.1016/j.csda.2012.08.008 ).
clustering rank hacktoberfest r
C++
•0•1•4•0•Updated Nov 18, 2022Nov 18, 2022
CppNumericalSolvers
Public
L-BFGS-B for TensorFlow or pure C++11 and other optimization methods
C++
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MIT License
•205•0•0•0•Updated Apr 29, 2022Apr 29, 2022
Funclustering
Public
Model-based clustering algorithm for multivariate functional data
r functional-data-analysis functional-data-clustering clustering
C++
•0•0•0•0•Updated Dec 21, 2020Dec 21, 2020
xperium
Public
Demo of MODAL's researches for Xperium at Lille University
HTML
•0•0•0•0•Updated Sep 30, 2020Sep 30, 2020
MixtComp-Docker
Public
R
•0•0•0•0•Updated Sep 29, 2020Sep 29, 2020
Kernalytics
Public
Kernel methods for data analysis in a modular package.
regression segmentation kmeans-clustering kernel-methods
Scala
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Other
•1•1•0•0•Updated Jan 21, 2020Jan 21, 2020