multilayer-perceptron

Multilayer Perceptron Neural Network

Important!

This is a project under construction. The Multilayer Perceptron neural network sketched here is not functional yet!

Description

This an implementation of the multilayer perceptron (MLP) neural network model in ES6 programming language. A MLP can solve categorization and predictive analytics tasks.

Author

Heikki Kupiainen / Oppikone

License

Apache License, Version 2.0

Project Structure

This project

• Compiles ES6 (with Babel)
• Linting (with ESLint)
• Build with webpack
• Test with Mocha, Chai and Sinon
• Use Karma to run the tests

The initial project structure was created using Krasimir Tsonev's great react-webpack-starter boilerplate!

Scripts

• npm run build - produces production version of MLP library under the lib folder
• npm run dev - produces development version of MLP library and runs a watcher
• npm run test - runs tests
• npm run test:watch - same as above but in a watch mode

Installation

You can install multilayer perceptron as a separate Node module:

• npm install multilayer-perceptron

But please note, you can't do anything useful with it yet. This is a project under construction! I continue working on this every time I get bored or fired.

Readings

• My thoughts about neural networks
• Wikipedia article on multilayer perceptron