Bhartendu
Department. of Space
Followers: 0 Following: 0
PostGrad: Machine Learning & Computing; UnderGrad: Electronics & Communication Engineering
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已提交
Linear Regression [Simplest Implementation]
Linear regression using: Direct Method, Inbuilt function, SGD Method
6 years 前 | 7 次下载 |
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Character recognition using HAM (Neural Network)
Neural Network using Auto Associative memory method to store 5 characters
7 years 前 | 3 次下载 |
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Gauss-Seidel Method, Jacobi Method
The Jacobi and Gauss-Seidel Iterative Methods
7 years 前 | 75 次下载 |
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AdaBoost, PCA (Capstone Project)
Capstone Project: PCA & AdaBoost concepts are applied to 'Car Detection' from images
7 years 前 | 1 次下载 |
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Support Vector Machine
SVM (Linearly Seperable Data) using linear Kernel with Gradient ascent
7 years 前 | 19 次下载 |
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Kernel PCA
Kernel PCA analysis with Kernel ridge regression & SVM regression
7 years 前 | 5 次下载 |
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SMO (Sequential Minimal Optimization)
Sequential Minimal Optimization (Simplified SMO) for SVM classification using Linear Kernel
7 years 前 | 9 次下载 |
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SARSA Reinforcement Learning
Maze solving using SARSA, Reinforcement Learning
7 years 前 | 11 次下载 |
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Maze Solver (Reinforcement Learning)
Maze Solving using Value iterations, Dynamic Programming
7 years 前 | 5 次下载 |
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Support Vector Regression
On-line support vector regression (using Gaussian kernel)
7 years 前 | 16 次下载 |
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Delta Learning, Widrow Hoff Learning
Delta Learning rule, Widrow-Hoff Learning rule (Artificial Neural Networks)
7 years 前 | 3 次下载 |
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Distribution of Random variables
Methods to generate different random variates
7 years 前 | 1 次下载 |
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Adams Bashforth Moulton Method
Numerical Solution of Ordinary Differential Equations
7 years 前 | 27 次下载 |
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SVM using various Kernels
Performance of various Kernels for SVM classification
7 years 前 | 7 次下载 |
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SVM for nonlinear classification
SVM on (Non-linearly Seperable Data) using polynomial Kernel
7 years 前 | 10 次下载 |