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Arshad Afzal


Last seen: 7 months ago Active since 2019

Followers: 0   Following: 0

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

3 years ago | 6 downloads |

Submitted


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

4 years ago | 1 download |

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CHOLESKY FACTORIZATION
Program to find Cholesky factorisation of a Matrix

4 years ago | 4 downloads |

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LU DECOMPOSITION
Program to find LU decomposition of a Matrix

4 years ago | 1 download |

Submitted


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

4 years ago | 28 downloads |

Submitted


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

4 years ago | 7 downloads |

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QR DECOMPOSITION
QR decomposition using Householder Reflection

4 years ago | 5 downloads |

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

4 years ago | 3 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 ...

4 years ago | 2 downloads |

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RADIAL BASIS NEURAL NETWORKS
Perform regression using radial basis neural networks

4 years ago | 1 download |

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

4 years ago | 1 download |

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

5 years ago | 3 downloads |

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

5 years ago | 1 download |

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

5 years ago | 3 downloads |

Submitted


Simple Gaussian Elimination Method
Solution for systems of linear algebraic equations

5 years ago | 1 download |