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Bhartendu

Department. of Space

Last seen: fast 3 Jahre vor | Aktiv seit 2017

Followers: 0 Following: 0

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

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Gesendet

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

mehr als 4 Jahre vor | 26 Downloads |

Gesendet

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

mehr als 6 Jahre vor | 7 Downloads |

Gesendet

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

fast 7 Jahre vor | 3 Downloads |

Gesendet

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

fast 7 Jahre vor | 75 Downloads |

Gesendet

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

fast 7 Jahre vor | 3 Downloads |

Gesendet

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

fast 7 Jahre vor | 1 Download |

Gesendet

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

fast 7 Jahre vor | 19 Downloads |

Gesendet

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

fast 7 Jahre vor | 5 Downloads |

Gesendet

Kernel Ridge Regression
Kernel Ridge Regression using various Kernels

fast 7 Jahre vor | 9 Downloads |

Gesendet

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

fast 7 Jahre vor | 9 Downloads |

Gesendet

SARSA Reinforcement Learning
Maze solving using SARSA, Reinforcement Learning

fast 7 Jahre vor | 11 Downloads |

Gesendet

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

fast 7 Jahre vor | 5 Downloads |

Gesendet

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

fast 7 Jahre vor | 16 Downloads |

Gesendet

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

fast 7 Jahre vor | 3 Downloads |

Gesendet

Perceptron Learning
Perceptron Learning rule, (Artificial Neural Networks)

fast 7 Jahre vor | 8 Downloads |

Gesendet

Hebbian Learning
Hebbian Learning rule, (Artificial Neural Networks)

fast 7 Jahre vor | 3 Downloads |

Gesendet

Distribution of Random variables
Methods to generate different random variates

fast 7 Jahre vor | 1 Download |

Gesendet

Adams Bashforth Moulton Method
Numerical Solution of Ordinary Differential Equations

fast 7 Jahre vor | 27 Downloads |

Gesendet

SVM using various Kernels
Performance of various Kernels for SVM classification

fast 7 Jahre vor | 7 Downloads |

Gesendet

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

fast 7 Jahre vor | 10 Downloads |