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Arshad Afzal


Last seen: 3 días ago
15 total contributions since 2019

Numerical Analysis
Machine Learning
Optimization

Arshad Afzal's Badges

  • 5-Star Galaxy Level 3
  • Personal Best Downloads Level 4
  • First Review
  • First Submission

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Contributions in
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Submitted


MULTIVARIATE REGRESSION (QUASI-NEWTON METHODS)
Minimize the Cost function (mean-square error) using Quasi-newton Method

10 meses ago | 5 downloads |

Submitted


CHOLESKY FACTORIZATION
Program to find Cholesky factorisation of a Matrix

10 meses ago | 55 downloads |

Submitted


LU DECOMPOSITION
Program to find LU decomposition of a Matrix

10 meses ago | 2 downloads |

Submitted


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

10 meses ago | 83 downloads |

Submitted


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

10 meses ago | 22 downloads |

Submitted


QR DECOMPOSITION
QR decomposition using Householder Reflection

10 meses ago | 13 downloads |

Submitted


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

10 meses ago | 13 downloads |

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GRADIENT-DESCENT FOR MULTIVARIATE REGRESSION
Minimizing the Cost function (mean-square error) using GD Algorithm using Gradient Descent, Gradient Descent with Momentum, and ...

10 meses ago | 23 downloads |

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Submitted


RADIAL BASIS NEURAL NETWORKS
Perform regression using radial basis neural networks

11 meses ago | 11 downloads |

Submitted


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

11 meses ago | 8 downloads |

Submitted


K-FOLD CROSS-VALIDATION (BATCH)
K-FOLD CROSS-VALIDATION TO TRAIN RADIAL-BASIS NEURAL NETWORK MODEL IN MATLAB

más de 1 año ago | 6 downloads |

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

más de 1 año ago | 7 downloads |

Submitted


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

más de 1 año ago | 3 downloads |

Submitted


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

más de 1 año ago | 13 downloads |

Submitted


Simple Gaussian Elimination Method
Solution for systems of linear algebraic equations

más de 1 año ago | 7 downloads |