Autonomous Vehicle modelling using MATLAB and Simulink

A very simple Genetic Algorithm implementation for matlab, easy to use, easy to modify runs fast.

Economic Dispatching by Bees Algorithm

Here, we implement regularized linear regression to predict the amount of water flowing out of a dam using the change of water level in a reservoir. In the next half, we go through some diagnostics of debugging learning algorithms and examine the effects of bias v.s. variance.

Neural networks is a model inspired by how the brain works. It is widely used today in many applications: when your phone interprets and understand your voice commands, it is likely that a neural network is helping to understand your speech; when you cash a check, the machines that automatically read the digits also use neural networks.

Project for "Clustering" Master course of Data Science and Information Technologies (DSIT)

Official Implementation of our paper on Cell Tracker Algorithm for NPC Cell maturation profile understanding.

Andrew Ng Machine Learning Course Coursera

Machine learning code: linear regression and logistic regression

All my codes from 'Machine Learning' course by Andrew Ng offered by Coursera

stanford university

Machine_Learning_Stanford_Ng

Machine Learning from Coursera: https://www.coursera.org/learn/machine-learning/home/welcome

With OCTAVE - details in ex2.pdf in the repo.

Handwritten Digit Recognition - Neural Network - minimizing the cost function (Backpropagation) ---- OCTAVE ----- the exercise details are in ex4.pdf in the repo.

Exercises submitted in the course Machine Learning by Andrew NG - Stanford University.

Machine Learning Using MATLAB