perceptron

Perceptron model built with Javascript.

Import library:

const perceptron = require('./perceptron')

Intialize the model (x = inputs, y = targets):

let x = [[1, 1, 1], [0, 0, 0], [1, 0, 1]]
let y = [1, 0, 1]
let p = new perceptron(x, y, epochs=10, learn_rate=.1)

Train model:

p.fit()