Homeworks

Deadline

Please hand out your 1 course paper and 5 selected homework (or exercises) by 2019-06-01.

Requirement

All homework and exercises must be implemented in Python and with TensorFlow (optionally)

HW list

• Homework 01 ⇒ Curve fitting
• Homework 02 ⇒ PCA
• Homework 03 ⇒ 2D MOG and mean shift
• Homework 04 ⇒ L-M algorithm
• Homework 05 ⇒ 2D SVM

Report instruction

Please follow this instruction to write a corresponding report for each homework.

Optional exercises

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

Hand out

Please hand out full source code in Python as well as report for every homework to TA.