Software

pCMF

Probabilistic count matrix factorization for single cell transcriptomic data analyses (dimension reduction, visualization).

SPAMS

Optimization toolbox for sparse estimation, implementing algorithms that solve machine learning and signal processing problems involving sparse regularizations.

plsgenomics

Supervised methods for dimension reduction in classification and regression framework (in particular PLS-based routines for genomic data analyses).