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multilayer-perceptron

v1.0.7

Published

Multilayer Perceptron Neural Network written in ES6 programming language.

Downloads

7

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Links

Git

Maintainers

oppikoneoppikone

Keywords

multilayerperceptronneuralnetworkES6JavaScriptMLP

Readme

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