import { describe, it } from "mocha"
import * as assert from "assert"
import { Perceptron } from "../src/architect/architect"
import { TrainingVal } from "../src/architect/network"

it("test Perceptron", () => {
    const p = Perceptron(2, 3, 1)
    const trainData: TrainingVal[] = [
        {input: [1, 0], output: [0]},
        {input: [0, 1], output: [1]},
    ]
    p.train(trainData, {iterations: 1000, shuffle: true})
    assert.ok(p.activate([1, 0])[0] < 0.05)
    assert.ok(p.activate([0, 1])[0] > 0.95)
})