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Arshad Afzal


Last seen: 4 Tage vor |  Aktiv seit 2019

Followers: 0   Following: 0

Numerical Analysis Machine Learning Optimization

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  • 5-Star Galaxy Level 3
  • Personal Best Downloads Level 4
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Jacobi and Gauss-Seidel method
Iterative methods used to solve a linear system of equations

fast 3 Jahre vor | 5 Downloads |

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

fast 4 Jahre vor | 2 Downloads |

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CHOLESKY FACTORIZATION
Program to find Cholesky factorisation of a Matrix

fast 4 Jahre vor | 4 Downloads |

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LU DECOMPOSITION
Program to find LU decomposition of a Matrix

fast 4 Jahre vor | 1 Download |

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

fast 4 Jahre vor | 59 Downloads |

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

fast 4 Jahre vor | 17 Downloads |

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QR DECOMPOSITION
QR decomposition using Householder Reflection

fast 4 Jahre vor | 5 Downloads |

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

fast 4 Jahre vor | 5 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 ...

fast 4 Jahre vor | 4 Downloads |

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RADIAL BASIS NEURAL NETWORKS
Perform regression using radial basis neural networks

fast 4 Jahre vor | 4 Downloads |

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

fast 4 Jahre vor | 1 Download |

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

mehr als 4 Jahre vor | 2 Downloads |

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

mehr als 4 Jahre vor | 1 Download |

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

mehr als 4 Jahre vor | 2 Downloads |

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Simple Gaussian Elimination Method
Solution for systems of linear algebraic equations

mehr als 4 Jahre vor | 1 Download |