/distributed_spectral_clustering

A distributed implementation of Spectral clustering in PySpark

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Distributed Spectral Cluster with PySpark

Run python main.py at the terminal to apply clustering to both testing datasets int ./data. This will output a scatter plot into ./figures/spectral_cluster_test.png which will show a scatter plot of the test datasets after clustering.

To regenerate the test dataset run python generate_test_data.py from the commandline.

The code for the clustering algorithm lives in spectral.py.