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Bhartendu
Department. of Space
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PostGrad: Machine Learning & Computing; UnderGrad: Electronics & Communication Engineering
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Submitted
Linear Regression [Simplest Implementation]
Linear regression using: Direct Method, Inbuilt function, SGD Method
7 years ago | 2 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/64930/versions/1/screenshot.jpg)
Submitted
Character recognition using HAM (Neural Network)
Neural Network using Auto Associative memory method to store 5 characters
7 years ago | 2 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63058/versions/3/screenshot.jpg)
Submitted
Gauss-Seidel Method, Jacobi Method
The Jacobi and Gauss-Seidel Iterative Methods
7 years ago | 14 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63167/versions/1/screenshot.jpg)
Submitted
AdaBoost
AdaBoost, Weak classifiers: GDA, Knn, Naive Bayes, Linear, SVM
7 years ago | 2 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63162/versions/1/screenshot.jpg)
Submitted
AdaBoost, PCA (Capstone Project)
Capstone Project: PCA & AdaBoost concepts are applied to 'Car Detection' from images
7 years ago | 3 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63161/versions/1/screenshot.jpg)
Submitted
Support Vector Machine
SVM (Linearly Seperable Data) using linear Kernel with Gradient ascent
7 years ago | 7 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63158/versions/1/screenshot.jpg)
Submitted
Kernel PCA
Kernel PCA analysis with Kernel ridge regression & SVM regression
7 years ago | 3 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63130/versions/1/screenshot.jpg)
Submitted
Kernel Ridge Regression
Kernel Ridge Regression using various Kernels
7 years ago | 2 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63122/versions/1/screenshot.jpg)
Submitted
SMO (Sequential Minimal Optimization)
Sequential Minimal Optimization (Simplified SMO) for SVM classification using Linear Kernel
7 years ago | 2 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63100/versions/1/screenshot.jpg)
Submitted
SARSA Reinforcement Learning
Maze solving using SARSA, Reinforcement Learning
7 years ago | 9 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63089/versions/1/screenshot.jpg)
Submitted
Maze Solver (Reinforcement Learning)
Maze Solving using Value iterations, Dynamic Programming
7 years ago | 5 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63062/versions/1/screenshot.jpg)
Submitted
Support Vector Regression
On-line support vector regression (using Gaussian kernel)
7 years ago | 8 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63060/versions/1/screenshot.jpg)
Submitted
Delta Learning, Widrow Hoff Learning
Delta Learning rule, Widrow-Hoff Learning rule (Artificial Neural Networks)
7 years ago | 1 download |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63050/versions/1/screenshot.jpg)
Submitted
Perceptron Learning
Perceptron Learning rule, (Artificial Neural Networks)
7 years ago | 1 download |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63046/versions/1/screenshot.jpg)
Submitted
Hebbian Learning
Hebbian Learning rule, (Artificial Neural Networks)
7 years ago | 1 download |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63045/versions/1/screenshot.jpg)
Submitted
Distribution of Random variables
Methods to generate different random variates
7 years ago | 2 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63043/versions/1/screenshot.jpg)
Submitted
Adams Bashforth Moulton Method
Numerical Solution of Ordinary Differential Equations
7 years ago | 11 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63034/versions/1/screenshot.png)
Submitted
SVM using various Kernels
Performance of various Kernels for SVM classification
7 years ago | 8 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63033/versions/1/screenshot.jpg)
Submitted
SVM for nonlinear classification
SVM on (Non-linearly Seperable Data) using polynomial Kernel
7 years ago | 9 downloads |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/63024/versions/1/screenshot.jpg)