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Machine learning – Neural network function approximation tutorial

In this tutorial, we will approximate the function describing a smart sensor system. A smart sensor consists in one or more [...]

Machine learning – Neural network classification tutorial

Download this tutorial: doc or pdf The script of the tutorial: ann_ex1.sce and the dataset: csv This tutorial is based on the [...]

Machine learning – Classification with SVM

The acronym SVM stands for Support Vector Machine. Given a set of training examples, each one belonging to a specific [...]

Machine learning – Logistic regression tutorial

Download this tutorial: docx or pdf and the dataset: csv -- Let’s create some random data that are split into [...]

Artificial Neural Network tutorial

This article is kindly shared by Jen-Jen Manuel In this activity, we try using the artificial neural network or ANN [...]

Machine Learning – regression tutorial

Regression tutorial Simple example — Deducing the value of a house based on the sampled prices of the market The idea [...]

Character recognition tutorial

Here we give an example using multi-layer perceptron for simple character recognition. This is not a full-featured character recognition application. Rather it [...]

Character recognition application

This is a simple application for handwriting recognition using image processing and neural network. Download the application file: https://fileexchange.scilab.org/toolboxes/133000 Pre-requisites: 1. [...]