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Exploratory Data Analysis

Principal Components Analysis

It is evident that linear projections only capture some of the structure of the images and that we need to extend our dimensionality reduction efforts. To accomplish this, we will leverage the \(t\)-distributed Stochastic Neighbor Embedding (\(t\)-SNE) algorithm.

\(t\)-distributed Stochastic Neighbor Embedding