Factory for Linear Algebra algos for MFDS: Master List of Linear Algrbra Algos implemented:

1. Gauss Elimination with and without partial pivoting
2. LU decomposition - Crout , Cholesky, Dolittle
3. Gauss Seidel and Gauss jacobi
4. Diagonalization, power method and Rayleigh quotient
5. QR Factorization
6. Gram schmidt orthonormalization
7. SVD
8. LPP - graph and simplex

Other Algos:

1. Steepest descent with constant and variable learning rates
2. Finding maxima and minima using Hessian Matrix
3. Constrained optimization using Langrange Multiplier