/Neural-Network

A Basic Neural Network Implementation in TypeScript

Primary LanguageTypeScriptMIT LicenseMIT

Neural Network

A basic implementation of a Neural Network using TypeScript.

Disclaimer:

This Repo is just for some tinkering I am doing on Neural Networks and AI.

Includes (will include):

  • Matrix with Matrix Math functions
  • Basic class for a Neural Network
  • Multi-Layer support
  • Variable number of Input, Output and Hidden Layers
  • Easy way of exporting and importing data
    • Matrix
    • Learned Data
  • A way of continuing learning from last point

ToDo:

  • Matrix
    • Add as class
    • Matrix Math functions
    • Add Tests
  • Neural Network
    • Add as class
    • Perceptrons
    • Multi-Layer
    • Variable Inputs, Outputs and Hidden Layers