Homeworks

hand out before: 9:00AM, 2017-06-01

1. Programming lanuage: python
2. Plot the results in matplotlib

5 Homework:

• Homework 01 ⇒ curve fitting
• Homework 02 ⇒ PCA
• Homework 03 ⇒ 2D MOG and k-means
• Homework 04 ⇒ L-M algorithm
• Homework 05 ⇒ 2D SVM

More optional excercises:

• Excercise 01 ⇒ Gaussian distribution and its conjugate prior
• Excercise 02 ⇒ kernel PCA
• Excercise 03 ⇒ RPCA
• Excercise 04 ⇒ ISOMAP and LLE
• …