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Mathematics is a universal language. Computer Science heavily relies on theory and mathematics. Mathematics like Calculus & Linear Algebra are the foundations and backbone of AI. This repo contains all of my 100DaysOfMaths Learning Journey.
Four Mini-Projects Based on the Important Topics in Linear Algebra, Such as Augmented Matrix, Shear Transformation, Linear and Polynomial Regression, and SVD
Matrix classes for matrices that are block-tridiagonal and sparse, and simply "block sparse". These talk together, and furthermore containts an algorithm for inversion of the block-tridiagonal version. Much faster than the numpy and scipy equivalents when a particular matrix is block tridiagonal and large enough.