Please accomplish 5 of following competition work in python. And please hand out before 2011-08-01.
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:
Polynomial function fitting on noisy data, please include regularity term.
Design a framework so as can be used for solve MLE and MAP problem on Binomial (and multi-nomial) Distribution.
K-means on n-dimensional data
EM method of MOG on n-dimensional data.
ISO-map on n-dimensional data.
AdaBoost applied on 2-dimensional data.
Digits “3” recognition based on PCA.
2D SVM classifier.
Poisson image editing.