Student Name: HU Heng

GT ID: 903478698

folder data contains following files:

• adult.data: training data for adult dataset
• adult.test: test data for adult dataset

folder figures contains all used figures.

folder report contains the .tex file for the report.

plot.py is for ploting figures

clustering_em_all.py and clustering_km_all.py are the files for running expectation maximization and k means to do clustering(both on raw data and on data after dimension reduction).

wine_km.py and wine_pca.py are the files for plotting data after applying k means clustering and PCA dimension reduction.

wine_nn_dr.py is the file for training neural network after dimension reduction.

wine_nn_cluster.py is the file for training neural network after clustering.

• python version is 3.7
• numpy, scipy, pandas, sklearn, pyplot

python3 <script_name>.py # run the script you want