/pokemon_pca

Example of PCA on Pokemon images (28x28 grayscale)

Primary LanguageJupyter Notebook

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.