A MATLAB toolbox for classifier: Version 1.0.7

MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3

This is the page for the book Digital Signal Processing with Kernel Methods.

Andrew Ng's Machine Learning Course

💡This repository contains all of the lecture exercises of Machine Learning course by Andrew Ng, Stanford University @ Coursera. All are implemented by myself and in MATLAB/Octave.

Here is my implementation of Support Vector Machine (SVM) & Transductive SVM (TSVM) using MATLAB.

Submitted paperwork

Classification of Breast Lesion contours to Benign and Malignant Categories.

The main purpose of the project is to analyze the optimization methods currently employed to perform the training of the support vector machines (SVM).

# Machine Learning (Coursera) This is my solution to all the programming assignments and quizzes of Machine-Learning (Coursera) taught by Andrew Ng. After completing this course you will get a broad idea of Machine learning algorithms. Try to solve all the assignments by yourself first, but if you get stuck somewhere then feel free to browse the…

Machine Learning and Data Mining cheatsheet and example operations prepared in MATLAB

We use support vector machines (SVMs) with various example 2D datasets. Experimenting with these datasets will help us gain an intuition of how SVMs work and how to use a Gaussian kernel with SVMs. In the next half of the exercise, we use support vector machines to build a spam classifier.

Implementation of Supervised Learning Algorithms for different data sets.1)Amazon Baby Products Review Data-Set 2) Diabetic Readmission Data 3) Handwritten Digit Dataset

Feature Selection Based on Mutual Information Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy on Arrhythmia Dataset

ML classifier for identifying encrypted streaming video traffic.

Machine Learning Algorithms for the programming tasks of Stanford online course from Andrew Ng on Coursera

Machine Learning with MATLAB

Implementation of various Machine Learning (ML) Algorithms learned in the Machine Learning course authorised by Stanford University @ Coursera

Image Inpainting using Chess Piece Vision LS-SVM