clustering

Kmeans, Kmeans++, Gaussian Mixtures

implemented kmeans with different initialzation methods using 2D Synthetic Gaussian Mixture data.
implemented Gaussian Mixtures Model using BBC news documents data.
visualized results.

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.vscode		.vscode
2DGaussianMixture.csv		2DGaussianMixture.csv
BBC_cluster.py		BBC_cluster.py
GMM_EM.png		GMM_EM.png
GMM_EM.py		GMM_EM.py
README.md		README.md
bbc.centers		bbc.centers
bbc.classes		bbc.classes
bbc.mtx		bbc.mtx
bbc.terms		bbc.terms
kmeans.png		kmeans.png
kmeans.py		kmeans.py
kmeans_utils.py		kmeans_utils.py
processDoc.py		processDoc.py
rep_kmeans.png		rep_kmeans.png
rep_kmeans_plus.png		rep_kmeans_plus.png

annieyan/clustering