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homework:start [2015/03/18 17:29]
hongxin [Constraints]
homework:start [2023/08/19 21:02] (current)
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 +====== Homeworks ======
  
 +===== Deadline =====
 +hand out before: 9:00AM, 2017-06-01
 +
 +===== Constraints =====
 +  - Programming lanuage: python
 +  - Plot the results in [[http://​matplotlib.org/​|matplotlib]]
 +
 +===== Homework =====
 +
 +5 Homework:
 +  * [[homework:​2013-py01|Homework 01]] => curve fitting ​
 +  * [[homework:​2013-py02|Homework 02]] => PCA 
 +  * [[homework:​2013-py03|Homework 03]] => 2D MOG and k-means
 +  * [[homework:​2013-py04|Homework 04]] => L-M algorithm
 +  * [[homework:​2013-py05|Homework 05]] => 2D SVM
 +
 +More optional excercises:
 +  * [[homework:​2013-ex01|Excercise 01]] => Gaussian distribution and its conjugate prior
 +  * [[homework:​2013-ex02|Excercise 02]] => kernel PCA
 +  * [[homework:​2013-ex03|Excercise 03]] => RPCA 
 +  * [[homework:​2013-ex04|Excercise 04]] => ISOMAP and LLE
 +  * ...