This project consists of bunch of numerical methods and algorithms used in scientific computing and compares their efficiency.
- Random system of linear of equations generator
- Algorithms for solving the system of Linear equations
- Interpolation and Extrapolation
- Integration of Functions
- Evaluation of Functions
- Root finding
- Minimization and Maximization of Functions
- Eigensystems and its numerical techniques
- Fourer transform methods
- Partial Differential Equations
- Python/R script for comparing the efficiency of algorithms and techniques
To be written