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Numpy Linear algebra Exploration #22

@Once-1296

Description

@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

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    documentationImprovements or additions to documentationenhancementNew feature or requestgood first issueGood for newcomershelp wantedExtra attention is neededproblem level 2 - experiencedSlightly more implementation heavy issues, beyond the basics.

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