Community Profile

photo

Arshad Afzal


13 total contributions since 2019

Interested in developing MATLAB codes used in Machine Learning and Optimization.

Arshad Afzal's Badges

  • Personal Best Downloads Level 2
  • First Submission

View details...

Contributions in
View by

Submitted


QR DECOMPOSITION
QR decomposition using Householder Reflection

3 months ago | 3 downloads |

Submitted


Particle Swarm Optimization (PSO)
PSO is metaheuristic, derivative-free method for Optimization

3 months ago | 12 downloads |

Submitted


Jacobi and Gauss-Seidel method
Iterative methods used to solve a linear system of equations

3 months ago | 6 downloads |

Submitted


Inverse of a Matrix using LU decomposition
Program to calculate inverse of a Matrix, A

3 months ago | 11 downloads |

Submitted


EIGEN VALUES OF A MATRIX
Program to determine Eigen values of a matrix

3 months ago | 1 download |

Submitted


QR DECOMPOSITION
Finding QR decomposition of a matrix using Gram-Schmidt Orthogonalization

3 months ago | 5 downloads |

Submitted


LU DECOMPOSITION
Program to find LU decomposition of a Matrix using Dolittle's and Crout's algorithm

3 months ago | 6 downloads |

Submitted


Gaussian Elimination Method with Partial Pivoting
Solution for systems of linear algebraic equations

3 months ago | 3 downloads |

Submitted


CHOLESKY FACTORIZATION
Program to find Cholesky factorisation of a Matrix

3 months ago | 5 downloads |

Submitted


Simple Gaussian Elimination Method
Solution for systems of linear algebraic equations

3 months ago | 4 downloads |

Submitted


STOCHASTIC GRADIENT-DESCENT ALGORITHM FOR LINEAR REGRESSION
Minimizing the Cost function (mean-square error) using SGD Algorithm

4 months ago | 13 downloads |

Submitted


GRADIENT-DESCENT ALGORITHM FOR LINEAR REGRESSION
Minimizing the Cost function (mean-square error) using GD Algorithm

4 months ago | 26 downloads |

Submitted


Secant and Newton-Raphson Methods
Iterative Methods to find roots of a function, f(x) = 0

4 months ago | 4 downloads |