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Arshad Afzal


Last seen: 4 months ago |  Active since 2019

Numerical Analysis Machine Learning Optimization

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  • Personal Best Downloads Level 4
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Submitted


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

1 year ago | 7 downloads |

Submitted


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

2 years ago | 1 download |

Submitted


CHOLESKY FACTORIZATION
Program to find Cholesky factorisation of a Matrix

2 years ago | 8 downloads |

Submitted


LU DECOMPOSITION
Program to find LU decomposition of a Matrix

2 years ago | 2 downloads |

Submitted


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

2 years ago | 82 downloads |

Submitted


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

2 years ago | 15 downloads |

Submitted


QR DECOMPOSITION
QR decomposition using Householder Reflection

2 years ago | 4 downloads |

Submitted


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

2 years ago | 6 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 ...

2 years ago | 4 downloads |

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RADIAL BASIS NEURAL NETWORKS
Perform regression using radial basis neural networks

2 years ago | 2 downloads |

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

3 years ago | 3 downloads |

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

3 years ago | 4 downloads |

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

3 years ago | 1 download |

Submitted


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

3 years ago | 6 downloads |

Submitted


Simple Gaussian Elimination Method
Solution for systems of linear algebraic equations

3 years ago | 2 downloads |