Clustering-on-the-MNIST-data

Intro:

MNIST is a well known handwritten digits dataset intended for image classification. Currently there are multiple popular dimension reduction and classification algorithms and a comparison has been made between KMeans, PCA, LDA, t-SNE on the MNIST dataset.

Demo:

Eigenvalues:

Kmeans:

LDA:

PCA:

t-SNE

http://woodenleaves.com/pages/cluster.html