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Arshad Afzal


Last seen: 12 dagar ago
15 total contributions since 2019

Numerical Analysis
Machine Learning
Optimization

Arshad Afzal's Badges

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Submitted


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

9 månader ago | 5 downloads |

Submitted


CHOLESKY FACTORIZATION
Program to find Cholesky factorisation of a Matrix

9 månader ago | 48 downloads |

Submitted


LU DECOMPOSITION
Program to find LU decomposition of a Matrix

10 månader ago | 3 downloads |

Submitted


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

10 månader ago | 94 downloads |

Submitted


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

10 månader ago | 21 downloads |

Submitted


QR DECOMPOSITION
QR decomposition using Householder Reflection

10 månader ago | 12 downloads |

Submitted


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

10 månader ago | 12 downloads |

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Submitted


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

10 månader ago | 24 downloads |

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Submitted


RADIAL BASIS NEURAL NETWORKS
Perform regression using radial basis neural networks

10 månader ago | 9 downloads |

Submitted


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

10 månader ago | 5 downloads |

Submitted


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

mer än ett år ago | 4 downloads |

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

mer än ett år ago | 10 downloads |

Submitted


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

mer än ett år ago | 3 downloads |

Submitted


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

mer än ett år ago | 19 downloads |

Submitted


Simple Gaussian Elimination Method
Solution for systems of linear algebraic equations

mer än ett år ago | 6 downloads |