Why are the singular values of a matrix (from SVD) called so?
73229
Why the SVD is named so...
45527
Do real matrices always have real eigenvalues?
94563
What correlation makes a matrix singular and what are implications of singularity or near-singularity?
111769
Why is inverse of orthogonal matrix is its transpose?
72375
Efficiently Constructing Rank One Approximations for a Matrix using SVD
149916
Minimum eigenvalue and singular value of a square matrix
158264
Rotation of Matrices and their interpretation
13726
What is the intuition behind SVD?
14465
"Normalizing" variables for SVD / PCA
122202
How does the dot product convert a matrix into a scalar?
34539
How to intuitively understand eigenvalue and eigenvector?
57784
Got confused with a vector indexed by a matrix, in Matlab
106339
Intuition behind Matrix Multiplication
130282
Why is an orthogonal matrix called orthogonal?
114794
Is there any advantage of SVD over PCA?
105345
Intuition for the exponential of a matrix
49704
The algebraic solution and numerical solutions for eigenvectors are different. Why?