A MATLAB toolbox for classifier: Version 1.0.7

This repository contains lecture notes and codes for the course "Computational Methods for Data Science"

This toolbox offers 8 machine learning methods including KNN, SVM, DA, DT, and etc., which are simpler and easy to implement.

Approach at solving the problem of Face Recognition using dimensionality reduction algorithms like PCA and LDA

Detection of Schizophrenia using Extreme Learning Machine

Source Code for 'Ratio Sum versus Sum Ratio for Linear Discriminant Analysis' (T-PAMI)

The code for Fisherposes method for 3D action recognition

Simple face recognition algorithm

Coursework for Computer Vision and Pattern Recognition at IMPERIAL, 2022

This repository contains codes for feature extraction and subsequent classification of surface electromyogram (EMG) signals.

A MATLAB toolbox for supervised linear dimension reduction (SLDR) including LDA, HLDA, PLSDA, MMDA, HMMDA and SDA

Here are MATLAB implementations of and streaming(online) versions of few algorithms.

Source Code for 'A novel formulation of trace ratio linear discriminant analysis' (T-NNLS)

Linear Discriminant Analysis (LDA) and Principal Component Analysis (PCA)