Factory for Linear Algebra algos for MFDS: Master List of Linear Algrbra Algos implemented:
- Gauss Elimination with and without partial pivoting
- LU decomposition - Crout , Cholesky, Dolittle
- Gauss Seidel and Gauss jacobi
- Diagonalization, power method and Rayleigh quotient
- QR Factorization
- Gram schmidt orthonormalization
- SVD
- LPP - graph and simplex
Other Algos:
- Steepest descent with constant and variable learning rates
- Finding maxima and minima using Hessian Matrix
- Constrained optimization using Langrange Multiplier