Bhartendu

Department. of Space

Last seen: oltre 3 anni fa | Attivo dal 2017

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PostGrad: Machine Learning & Computing; UnderGrad: Electronics & Communication Engineering

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Inviato

Q-learning-example
Maze Solving Using Q-learning Algorithm

circa 5 anni fa | 9 download |

Inviato

Linear Regression [Simplest Implementation]
Linear regression using: Direct Method, Inbuilt function, SGD Method

circa 7 anni fa | 8 download |

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Character recognition using HAM (Neural Network)
Neural Network using Auto Associative memory method to store 5 characters

oltre 7 anni fa | 2 download |

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Gauss-Seidel Method, Jacobi Method
The Jacobi and Gauss-Seidel Iterative Methods

oltre 7 anni fa | 39 download |

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AdaBoost
AdaBoost, Weak classifiers: GDA, Knn, Naive Bayes, Linear, SVM

oltre 7 anni fa | 7 download |

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AdaBoost, PCA (Capstone Project)
Capstone Project: PCA & AdaBoost concepts are applied to 'Car Detection' from images

oltre 7 anni fa | 3 download |

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Support Vector Machine
SVM (Linearly Seperable Data) using linear Kernel with Gradient ascent

oltre 7 anni fa | 13 download |

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Kernel PCA
Kernel PCA analysis with Kernel ridge regression & SVM regression

oltre 7 anni fa | 2 download |

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Kernel Ridge Regression
Kernel Ridge Regression using various Kernels

oltre 7 anni fa | 5 download |

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SMO (Sequential Minimal Optimization)
Sequential Minimal Optimization (Simplified SMO) for SVM classification using Linear Kernel

oltre 7 anni fa | 4 download |

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SARSA Reinforcement Learning
Maze solving using SARSA, Reinforcement Learning

oltre 7 anni fa | 7 download |

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Maze Solver (Reinforcement Learning)
Maze Solving using Value iterations, Dynamic Programming

oltre 7 anni fa | 2 download |

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Support Vector Regression
On-line support vector regression (using Gaussian kernel)

oltre 7 anni fa | 7 download |

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Delta Learning, Widrow Hoff Learning
Delta Learning rule, Widrow-Hoff Learning rule (Artificial Neural Networks)

oltre 7 anni fa | 1 download |

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Perceptron Learning
Perceptron Learning rule, (Artificial Neural Networks)

oltre 7 anni fa | 4 download |

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Hebbian Learning
Hebbian Learning rule, (Artificial Neural Networks)

oltre 7 anni fa | 3 download |

Inviato

Distribution of Random variables
Methods to generate different random variates

oltre 7 anni fa | 1 download |

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Adams Bashforth Moulton Method
Numerical Solution of Ordinary Differential Equations

oltre 7 anni fa | 29 download |

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SVM using various Kernels
Performance of various Kernels for SVM classification

oltre 7 anni fa | 10 download |

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SVM for nonlinear classification
SVM on (Non-linearly Seperable Data) using polynomial Kernel

oltre 7 anni fa | 8 download |