Software packages

The following free software packages have been created in the CIS laboratory:

• The FastICA MATLAB Package
• ICASSO software for investigating the reliability of ICA estimates by clustering and visualization.
• Morfessor software for the unsupervised discovery of morphemes from natural text.
• Variational Bayesian learning packages:
  • Bayes blocks library + extensions
  • Nonlinear dynamical factor analysis (NDFA) Matlab package
  • Nonlinear factor analysis (NFA) Matlab package
• Independent Variable Group Analysis (IVGA) Matlab package.
• DSS Software package for Denoising Source Separation.
• SOM Toolbox, a software package for Matlab 5
• The Evolving Tree data analysis package in C++
• SOM_PAK and LVQ_PAK, C packages for calculating Self-Organized Map and Learning Vector Quantization