https://github.com/omadson/ckp8122
my codes of the computational linear algebra course.
https://github.com/omadson/ckp8122
Last synced: 3 months ago
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my codes of the computational linear algebra course.
- Host: GitHub
- URL: https://github.com/omadson/ckp8122
- Owner: omadson
- Created: 2018-12-08T14:24:11.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2018-12-17T18:37:55.000Z (over 6 years ago)
- Last Synced: 2025-01-22T09:51:43.550Z (5 months ago)
- Language: Jupyter Notebook
- Size: 38.1 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# CKP8122
my codes of the computational linear algebra course.
## to-do list
### basic
- [x] Matrix class
- [x] multiplication of vector-matrix and matrix-vector
### direct Methods
- [x] gauss elimination
- [x] LU decomposition
- [x] Cholesky decomposition (positive definide matrices)
### iterative methods
- [x] Jacobi
- [x] Gauss-Seidel
- [x] successive over-relaxation
- [x] conjugate gradients
### least square methods
- [x] Gram-Schmidt
- [x] QR decomposition using Householder
- [ ] QR decomposition using Jacobi
### eigenvalues and eigenvectors of matrices
- [ ] power method (regular, inverse and with displacement)
- [ ] similarity transformations method (Householder + QR)
### final
- [ ] singular value decomposition