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--- homework:2017-py02 [2017/03/07 23:08]
hongxin [Requirements]
+++ homework:2017-py02 [2023/08/19 21:02] (current)
@@ Line 1: / Line 1: @@
+====== Homework 02 ======
+===== Goal =====
+Represent digits '3' in 2D
+  - convert data from the UCI [[http://archive.ics.uci.edu/ml/datasets/Optical+Recognition+of+Handwritten+Digits|Optical Recognition of Handwritten Digits Data Set]]
+  - perform PCA over all digit '3' with 2 components
+  - plot the PCA results as below (also in page #12 of {{:2017:mva2017-component_analysis.pdf|PCA}})
+{{ :homework:3.png |Plot Result}}
+===== Requirements =====
+  - Programming lanuage: python
+  - Plot the results in [[http://matplotlib.org/|matplotlib]]
+  - Use TensorFlow if possible
+===== Bonus =====
+Process this data set (include all digits) in Deep Learning methods, and visualize "threes" in the same way.

Applied Mathematics for Computer Science