Implemented KMeans from scratch and trained it on Fashion-MNIST dataset by experimenting with initializaion methods like forgy, random partitions, kmeans++ and found the optimal number of clusters by implementing elbow & silhouette algorithms from scratch
kmeans-clustering
elbow-method
fashion-mnist
kmeans-plus-plus
scratch-implementation
silhouette-score
random-partitions
forgy-initialization
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Updated
Aug 17, 2021 - Jupyter Notebook