aabuhijleh / ai-project-2-nn

Simple Multi-Layer Neural Network for Multi-class Classification

AI Project 2 - Multi-Layer Neural Networks

This application enables you to construct Multi-Layer Neural Networks for the purpose of multi-class classification.

Requirements

Neural Network Strategy

The main difference is, in addition to the Sigmoid function, the hidden layers can utilize activation functions such as ReLU, Leaky ReLU, and Tanh. For multi-class classification, the output function can be Softmax.

Sample Datasets

These datasets generated in Python using scikit-learn. Here is the code used to do this.

Usage

# Install dependencies
$ npm install

# Run the development server
$ npm run dev