====== Algorithm Python Competition ======
Please accomplish **5** of following competition work in python. And please hand out before 2011-08-01.

===== About Python =====
[[http://www.python.org/|Python]] is a powerful but easy-to-use script language for daily software development. In this course, we mainly use it as a standard tool to learn mathematical skills. Several useful links are listed as following for your reference:
  * An active Chinese python forum: [[http://wiki.woodpecker.org.cn/moin/|http://wiki.woodpecker.org.cn]]. You can find a  [[http://wiki.woodpecker.org.cn/moin/March_Liu/PyTutorial|Chinese tutorial book]] in this website.
  * [[http://www.sthurlow.com/python/|A Beginner's Python Tutorial]] in English
  * [[http://docs.python.org/tutorial/|The Python (V2.7) Tutorial]] 
  * [[http://folk.uio.no/henninri/pca_module/|PCA Module for Python]]
  * [[http://gnuplot-py.sourceforge.net/|gnuplot]]
  * [[http://numpy.scipy.org/|NumPy]] is the fundamental package needed for scientific computing with Python.
  * [[http://www.mindview.net/Books/TIPython|Think in python]]
  * [[http://www-users.cs.york.ac.uk/jc/teaching/agm/|Algorithms for Graphical Models]]
  * [[http://conference.scipy.org/scipy2010/|SciPy 2010]]

===== Competition 1 =====
Polynomial function fitting on noisy data, please include regularity term.

===== Competition 2 =====
Design a framework so as can be used for solve MLE and MAP problem on Binomial (and multi-nomial) Distribution.

===== Competition 3 =====
K-means on n-dimensional data

===== Competition 4 =====
EM method of MOG on n-dimensional data.

===== Competition 5 =====
ISO-map on n-dimensional data.

===== Competition 6 =====
AdaBoost applied on 2-dimensional data.  

===== Competition 7 =====

Digits "3" recognition based on PCA.

===== Competition 8 =====
Viterbi Algorithm.

===== Competition 9 =====
2D SVM classifier.

===== Competition 10 =====
Poisson image editing.