Kolmogorov Open Source Tutorials

[Javier R. Movellan]

The latest version of the Open Source tutorials from the Kolmogorov 
project is  available at
http://mplab.ucsd.edu/tutorials/tutorials.html.

It includes tutorials on the following topics:

* Variational  EM
* Generalized  Factor  Analysis
* Multinomial Logistic Regression
* Stochastic Differential Equations
* Gabor Filters
* The Discrete Time Kalman Filtering and Controler
* Hidden Markov Models
* Exponential  Smoothing
* Principal Component Analysis
* Sequential Sampling Methods
* The Singular Value Decomposition
* Image  Formation  Models
* Introduction to Probability Theory and Statistics (Textbook)
* Axiomatic Set Theory
* Useful Mathematical Facts
* Matrix  Algebra  Cookbook
* Matrix  Calculus  Cookbook


-Javier R. Movellan
Machine Perception Laboratory
UCSD