├── .gitignore ├── .travis.yml ├── LICENSE ├── MANIFEST ├── MANIFEST.in ├── README ├── README.md ├── ci ├── .travis_install.sh └── .travis_test.sh ├── docs └── images │ └── pyclust-logo-tentative.png ├── examples ├── .ipynb_checkpoints │ ├── bisecting_kmeans-checkpoint.ipynb │ ├── comp_KM_GMM-checkpoint.ipynb │ ├── compare_kernelKmenas_vs_kmeans-checkpoint.ipynb │ └── kmedoids-checkpoint.ipynb ├── bisecting_kmeans.ipynb ├── compare_GMM_vs_KM.ipynb ├── compare_KM_vs_BKM.ipynb ├── compare_kernelKmenas_vs_kmeans.ipynb ├── data │ ├── data_k5.csv │ └── data_k5.txt └── kmedoids.ipynb ├── pyclust ├── __init__.py ├── _bisect_kmeans.py ├── _gaussian_mixture_model.py ├── _kernel_kmeans.py ├── _kmeans.py ├── _kmedoids.py └── validate │ ├── __init__.py │ └── _internal.py ├── requirements.txt ├── setup.py └── tests ├── test_bi_kmeans.py ├── test_gmm.py ├── test_kernel_kmeans.py ├── test_kmeans.py ├── test_kmedoids.py └── test_silhouette.py /.gitignore: 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