kmeans.py
contains my code for writing a kMeans algorithmspectral_clustering.py
contains my code for creating spectral clusters to feed into kMeansdiffusion_map.py
contains my code for creating a diffusion map
problem3.ipynb
is where I visualized data for problem 3, and did hyperparameter tuning on kMeans and spectral clusteringproblem4.ipynb
is where I preprocessed the genome dataset, and did hyperparameter tuning on PCA and diffusion maps