Eigen values and eigenvectors
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General
- Eigen vector = characteristic vector of square matrix
- A vector that does not change its direction in a linear transformation.
- shear mapping - vector that doesn't change when matrix is squished (sheared)
- Relationship:
- Eigenvector is the direction stretched by the transformation
- Eigenvalue the factor by which it is stretched.