https://github.com/codename-detective/linear_algebra_and_numerical_optimization
This repository provides implementations of various algorithms in linear algebra and numerical optimization.
https://github.com/codename-detective/linear_algebra_and_numerical_optimization
linear-algebra matlab numerical-analysis numerical-methods python3
Last synced: 2 months ago
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This repository provides implementations of various algorithms in linear algebra and numerical optimization.
- Host: GitHub
- URL: https://github.com/codename-detective/linear_algebra_and_numerical_optimization
- Owner: CodeName-Detective
- Created: 2025-01-07T22:57:48.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-01-08T00:20:06.000Z (over 1 year ago)
- Last Synced: 2025-07-21T00:42:54.385Z (11 months ago)
- Topics: linear-algebra, matlab, numerical-analysis, numerical-methods, python3
- Language: MATLAB
- Homepage:
- Size: 27.3 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Linear_Algebra_And_Numerical_Optimization
### Algorithms Explored
* LU Decomposition
* Eigenvalue and Eigenvector Calculation
* Gaussian Elimination
* Jacobian Matrix Calculation
* Mean and Variance Calculation
* Newton-Raphson Method
* Newton-Raphson Method for Roots
* Newton-Raphson Method (Midterm Related)
* Rayleigh Quotient Calculation
* Shortest Path Algorithm
* Matrix Spectrum Calculation
* Matrix Spectrum Calculation (QR Algorithm)