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Bhartendu

Department. of Space

Last seen: bijna 3 jaar ago | Active since 2017

Followers: 0 Following: 0

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

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Submitted

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

meer dan 4 jaar ago | 22 downloads |

Submitted

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

meer dan 6 jaar ago | 7 downloads |

Submitted

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

bijna 7 jaar ago | 3 downloads |

Submitted

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

bijna 7 jaar ago | 88 downloads |

Submitted

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

bijna 7 jaar ago | 3 downloads |

Submitted

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

bijna 7 jaar ago | 1 download |

Submitted

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

bijna 7 jaar ago | 22 downloads |

Submitted

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

bijna 7 jaar ago | 4 downloads |

Submitted

Kernel Ridge Regression
Kernel Ridge Regression using various Kernels

bijna 7 jaar ago | 9 downloads |

Submitted

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

bijna 7 jaar ago | 9 downloads |

Submitted

SARSA Reinforcement Learning
Maze solving using SARSA, Reinforcement Learning

bijna 7 jaar ago | 11 downloads |

Submitted

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

bijna 7 jaar ago | 5 downloads |

Submitted

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

bijna 7 jaar ago | 11 downloads |

Submitted

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

bijna 7 jaar ago | 5 downloads |

Submitted

Perceptron Learning
Perceptron Learning rule, (Artificial Neural Networks)

bijna 7 jaar ago | 6 downloads |

Submitted

Hebbian Learning
Hebbian Learning rule, (Artificial Neural Networks)

bijna 7 jaar ago | 3 downloads |

Submitted

Distribution of Random variables
Methods to generate different random variates

bijna 7 jaar ago | 1 download |

Submitted

Adams Bashforth Moulton Method
Numerical Solution of Ordinary Differential Equations

bijna 7 jaar ago | 21 downloads |

Submitted

SVM using various Kernels
Performance of various Kernels for SVM classification

bijna 7 jaar ago | 14 downloads |

Submitted

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

bijna 7 jaar ago | 12 downloads |