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Arshad Afzal


Last seen: 1 year ago Active since 2019

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Numerical Analysis Machine Learning Optimization

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

4 years ago | 1 download |

0.0 / 5

Submitted


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

5 years ago | 1 download |

0.0 / 5

Submitted


CHOLESKY FACTORIZATION
Program to find Cholesky factorisation of a Matrix

5 years ago | 2 downloads |

3.7 / 5

Submitted


LU DECOMPOSITION
Program to find LU decomposition of a Matrix

5 years ago | 1 download |

0.0 / 5

Submitted


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

5 years ago | 5 downloads |

5.0 / 5

Submitted


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

5 years ago | 2 downloads |

0.0 / 5

Submitted


QR DECOMPOSITION
QR decomposition using Householder Reflection

5 years ago | 2 downloads |

0.0 / 5

Submitted


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

5 years ago | 1 download |

1.0 / 5
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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 ...

5 years ago | 1 download |

2.0 / 5
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Submitted


RADIAL BASIS NEURAL NETWORKS
Perform regression using radial basis neural networks

5 years ago | 1 download |

0.0 / 5

Submitted


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

5 years ago | 1 download |

0.0 / 5

Submitted


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

6 years ago | 1 download |

0.0 / 5
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Submitted


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

6 years ago | 1 download |

3.0 / 5

Submitted


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

6 years ago | 2 downloads |

0.0 / 5

Submitted


Simple Gaussian Elimination Method
Solution for systems of linear algebraic equations

6 years ago | 1 download |

0.0 / 5