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Pokemon PCA

Example of Principal Component Analysis on Pokemon images (28x28 grayscale)

This tutorial demonstrates some important properties of PCA:

  1. Visualizing the spectrum (eigenvalues) of the covariance matrix.
  2. Visualizing data in principal component space.
  3. Data compression and reconstruction.

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Example of PCA on Pokemon images (28x28 grayscale)

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