Decomposition

This module contains functions related to decomposition.

Principal Component Analysis (PCA)

References

• “scikit-learn PCA”.

• “scikit-learn Linear and quadratic discriminant analysis”.

plot pca component variance

plot_pca_component_variance

Trained model of PCA. For an example of performing image:

Examples

• plot_pca_2d_projection with examples: Example usage of PCA using the iris dataset

References

• “scikit-learn PCA”.

• “scikit-learn Linear and quadratic discriminant analysis”.

plot pca 2d projection

plot_pca_2d_projection

Trained model of PCA. For an example of performing image:

Examples

• plot_pca_component_variance with examples: Example usage of PCA using the iris dataset

References

• “scikit-learn PCA”.

• “scikit-learn Linear and quadratic discriminant analysis”.