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Arshad Afzal


Last seen: 10 mesi fa |  Attivo dal 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

oltre 3 anni fa | 3 download |

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

oltre 4 anni fa | 1 download |

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CHOLESKY FACTORIZATION
Program to find Cholesky factorisation of a Matrix

oltre 4 anni fa | 9 download |

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LU DECOMPOSITION
Program to find LU decomposition of a Matrix

oltre 4 anni fa | 1 download |

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

oltre 4 anni fa | 48 download |

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

oltre 4 anni fa | 6 download |

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QR DECOMPOSITION
QR decomposition using Householder Reflection

oltre 4 anni fa | 1 download |

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

oltre 4 anni fa | 2 download |

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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 ...

oltre 4 anni fa | 3 download |

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RADIAL BASIS NEURAL NETWORKS
Perform regression using radial basis neural networks

oltre 4 anni fa | 5 download |

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

oltre 4 anni fa | 4 download |

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

circa 5 anni fa | 1 download |

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

oltre 5 anni fa | 1 download |

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

oltre 5 anni fa | 5 download |

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Simple Gaussian Elimination Method
Solution for systems of linear algebraic equations

oltre 5 anni fa | 1 download |