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Given tasks were intended to teach us how to apply mathematical solutions in Machine Learning in order to obtain faster and more efficient code performance. \n\n## Project 1 \"Matrix Multiplication Methods Implementation\"\n- traditional matrix multiplication \u003cbr\u003e\n- recursive Strassen algorithm \u003cbr\u003e\n\n## Project 2 \"Gaussian Elimination and LU Factorization\"\n- Gauss elimination algorithm without pivoting \u003cbr\u003e\n- Gauss elimination algorithm with pivoting \u003cbr\u003e\n- LU factorization algorithm without pivoting \u003cbr\u003e\n- LU factorization algorithm with pivoting \u003cbr\u003e\n\n## Project 3 \"Matrix Norm and Condition Number Calculation Tasks\"\n- matrix norm ||M||1 \u003cbr\u003e\n- matrix conditioning coefficient ||M||1 \u003cbr\u003e\n- matrix norm ||M||2 \u003cbr\u003e\n- matrix conditioning coefficient ||M||2 \u003cbr\u003e\n- matrix norm ||M||p \u003cbr\u003e\n- matrix conditioning coefficient ||M||p \u003cbr\u003e\n- matrix norm ||M||∞ \u003cbr\u003e\n- matrix conditioning coefficient ||M||∞ \u003cbr\u003e\n- SVD of matrix M \u003cbr\u003e\n\n## Technology stack\n- Python \u003cbr\u003e\n- Latex \u003cbr\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbjam24%2Fagh-matrix-calculus-and-multivariate-statistics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbjam24%2Fagh-matrix-calculus-and-multivariate-statistics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbjam24%2Fagh-matrix-calculus-and-multivariate-statistics/lists"}