Linear Algebra
Linear Algebra is the study of vector spaces and the linear map between them.
Vector
Linear System
Main: system of linear equation
Matrices
Main: matrices
Operations
Operations
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Special Types
Special Types
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- triangular matrices
- orthogonal matrices
- symmetric matrices/skew-symmetric matrix
- negative (semi) definite matrices
- invertible matrices
Vector Spaces
Main: vector spaces
Other Operations and Properties
- similar matrices
- independence
- vector orthogonal projection
- orthogonality
- Determinant
- Least-Squares Problem
- Cramer’s rule
- Eigenvalues and Eigenvectors
- Positive-definite Matrix
- Singular value decomposition