Numpy Linear algebra Exploration

[Once-1296]

Description
numpy is sort of one of the modules that I slightly ignored, giving high preference to sklearn in the tutroials. As such I want a file that showcases more power of numpy.

Describe the solution you'd like

• Try to cover various methods of solving linear systems like Cholesky, LU factorization,etc or even some advanced techniques like matrix exponentiation with numpy

Addtional

• You can add more of numpy functions too if you wish, but code should be clean, readable and well documented for explanation.

Modules expected

• numpy