Codes in Python.
The contents:
- Solving linear equations.
- Interpolation, numerical integration.
- QR decomposition, data processing.
- Solving differential equations.
I have another repo, where some of these algorithms (especially numerical linear algebra algorithms) are implemented in Julia. Please see https://github.com/royess/numerical-methods-assignments-julia if you are interested. Julia is a good programming language for writing high-performance program as well as doing benchmarking and testing.