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Arshad Afzal


Last seen: Today 自 2019 起处于活动状态

Numerical Analysis Machine Learning Optimization

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

2 years 前 | 6 次下载 |

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

3 years 前 | 2 次下载 |

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CHOLESKY FACTORIZATION
Program to find Cholesky factorisation of a Matrix

3 years 前 | 8 次下载 |

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LU DECOMPOSITION
Program to find LU decomposition of a Matrix

3 years 前 | 1 次下载 |

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

3 years 前 | 73 次下载 |

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

3 years 前 | 2 次下载 |

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QR DECOMPOSITION
QR decomposition using Householder Reflection

3 years 前 | 5 次下载 |

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

3 years 前 | 5 次下载 |

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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 ...

3 years 前 | 3 次下载 |

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RADIAL BASIS NEURAL NETWORKS
Perform regression using radial basis neural networks

4 years 前 | 5 次下载 |

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

4 years 前 | 1 次下载 |

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

4 years 前 | 2 次下载 |

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

4 years 前 | 1 次下载 |

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

4 years 前 | 4 次下载 |

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Simple Gaussian Elimination Method
Solution for systems of linear algebraic equations

4 years 前 | 1 次下载 |