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Arshad Afzal


Last seen: 2 jours 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
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Submitted


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

9 mois ago | 5 downloads |

Submitted


CHOLESKY FACTORIZATION
Program to find Cholesky factorisation of a Matrix

9 mois ago | 38 downloads |

Submitted


LU DECOMPOSITION
Program to find LU decomposition of a Matrix

9 mois ago | 3 downloads |

Submitted


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

9 mois ago | 100 downloads |

Submitted


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

9 mois ago | 16 downloads |

Submitted


QR DECOMPOSITION
QR decomposition using Householder Reflection

9 mois ago | 11 downloads |

Submitted


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

9 mois ago | 10 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 ...

9 mois ago | 22 downloads |

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Submitted


RADIAL BASIS NEURAL NETWORKS
Perform regression using radial basis neural networks

10 mois ago | 15 downloads |

Submitted


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

10 mois ago | 6 downloads |

Submitted


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

plus d'un an ago | 4 downloads |

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

plus d'un an ago | 10 downloads |

Submitted


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

plus d'un an ago | 3 downloads |

Submitted


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

plus d'un an ago | 17 downloads |

Submitted


Simple Gaussian Elimination Method
Solution for systems of linear algebraic equations

plus d'un an ago | 7 downloads |