This site provides the data sets and computer codes involved in Part V of the book:

Edwin K. P. Chong, Wu-Sheng Lu, and Stanislaw H. Żak, An Introduction to Optimization with Applications to Machine Learning, 5th edition, Wiley, 2023.

DATA SETS (click the item to download)

• boat512.mat
• building256.mat
• D_bh.mat
• D_iris.mat
• goldhill512.mat
• Lte28.mat
• man1024.mat
• Te28.mat
• T2.mat
• T3.mat
• T5.mat
• T7.mat
• X2.mat
• X3.mat
• X5.mat
• X7.mat
• X1600.mat

CUSTOMIZED MATLAB FUNCTIONS (click the item to download)

• bt_lsearch2021.m
• data_ex31_3.m
• data_semi_circle.m
• DSVRG_rlog.m
• f_srmc.m
• g_srmc.m
• hog20new.m
• prep_srmc.m
• sgd_rlog.m
• srmc_cg.m
• SVRG_rlog.m