Bhartendu

Department. of Space

Last seen: 3 years ago | Active since 2017

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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

5 years ago | 13 downloads |

Submitted

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

7 years ago | 8 downloads |

Submitted

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

7 years ago | 2 downloads |

Submitted

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

7 years ago | 48 downloads |

Submitted

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

7 years ago | 7 downloads |

Submitted

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

7 years ago | 3 downloads |

Submitted

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

7 years ago | 15 downloads |

Submitted

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

7 years ago | 1 download |

Submitted

Kernel Ridge Regression
Kernel Ridge Regression using various Kernels

7 years ago | 5 downloads |

Submitted

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

7 years ago | 4 downloads |

Submitted

SARSA Reinforcement Learning
Maze solving using SARSA, Reinforcement Learning

7 years ago | 8 downloads |

Submitted

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

7 years ago | 2 downloads |

Submitted

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

7 years ago | 8 downloads |

Submitted

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

7 years ago | 1 download |

Submitted

Perceptron Learning
Perceptron Learning rule, (Artificial Neural Networks)

7 years ago | 4 downloads |

Submitted

Hebbian Learning
Hebbian Learning rule, (Artificial Neural Networks)

7 years ago | 3 downloads |

Submitted

Distribution of Random variables
Methods to generate different random variates

7 years ago | 1 download |

Submitted

Adams Bashforth Moulton Method
Numerical Solution of Ordinary Differential Equations

7 years ago | 26 downloads |

Submitted

SVM using various Kernels
Performance of various Kernels for SVM classification

7 years ago | 10 downloads |

Submitted

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

7 years ago | 9 downloads |