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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 | ||
+ | * ... |