alexrhogue

import tf from '@tensorflow/tfjs';
import fs from 'fs';

const training = JSON.parse(fs.readFileSync('./data/training.json', { encoding: 'utf8'}));
const raw_data = training.data

const inputs = raw_data.map(d => d[0].reduce((p, c) => [...p, ...c], []))
const labels = raw_data.map(d => d[1].length === 0 ? [-1,-1,-1] : d[1]);

const inputTensor = tf.tensor2d(inputs, [inputs.length, 48]);

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const NUM_CARD_PROP_OPTIONS = 3;
const NUM_CARD_PROPS = 4
const BOARD_SIZE = 12;
const SET_SIZE = 3;

export const getCardProp = () => Math.floor(Math.random() * NUM_CARD_PROP_OPTIONS)
export const getCard = () => new Array(NUM_CARD_PROPS).fill().map(getCardProp)
export const getBoard = () => new Array(BOARD_SIZE).fill().map(getCard)

export  const combinations = (arr = [], len) => {

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