Anny is an artificial neural network, yo!
npm install anny --save
Read the documentation or try the demo.
Train a multilayer perceptron to approximate an OR logic gate:
const {
Network,
Layer,
Trainer,
DATA,
} = require('anny')
const network = new Network([new Layer(2), new Layer(1)])
const trainer = new Trainer()
trainer.train(network, DATA.ORGate)
network.activate([0, 0]) // => 0.000836743108
network.activate([0, 1]) // => 0.998253857294I wanted to understand machine learning.
What I cannot create, I do not understand. Know how to solve every problem that has been solved. — Richard Feynman
- Watching DeepMind's DQN teach itself to play Atari.
- Playing with WaterWorld, a DQN implementation in JavaScript (REINFORCEjs).
- Realizing DeepMind's work was public, and this can be done in a browser.
Libraries
My Google Doc notes from neuralnetworksanddeeplearning.com
Good Weight Initializations
Backpropagation
Efficient Backpropagation Equation references in the source code point to this doc.
Convolution Networks
