This is assignment of Applied Mathematics for CS in Zhejiang University. Codes are written in python. There are five parts in total, containing Regression, PCA, GMM, L-M algorithm, SVM.

• Python 2.7 (Better on Linux)
• numpy
• matplotlib
• scipy
• sympy

• Regression

python poly_regression.py

• PCA

python digits_pca.py

• GMM

python mog.py

• L-M algorithm

python lm.py

• SVM

python svm.py

• zachary zhang, 2016