Projects that are tagged with generalized linear models.


Logo revrand 0.3

by dsteinberg - April 29, 2016, 07:31:27 CET [ Project Homepage BibTeX Download ] 1666 views, 351 downloads, 3 subscriptions

About: A library of scalable Bayesian generalised linear models with fancy features

Changes:
  • Simplification of all of the algorithm interfaces by using Parameter (bounded) types
  • Re-factoring of the modules in the library to make it more user friendly

Logo Linear SVM with general regularization 1.0

by rflamary - October 5, 2012, 15:34:21 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 4654 views, 1340 downloads, 1 subscription

About: This package is an implementation of a linear svm solver with a wide class of regularizations on the svm weight vector (l1, l2, mixed norm l1-lq, adaptive lasso). We provide solvers for the classical single task svm problem and for multi-task with joint feature selection or similarity promoting term.

Changes:

Initial Announcement on mloss.org.


About: Matlab implementation of variational gaussian approximate inference for Bayesian Generalized Linear Models.

Changes:

Code restructure and bug fix.