moving-average-arima/example/browser/example-browser-sync.js

ARIMA, SARIMA, SARIMAX and AutoARIMA models for time series analysis and forecasting

const { arimaModule } = require("../../dist/src/index"); // Change '../../' to 'arima'

const ts = Array(10)
  .fill(0)
  .map((_, i) => i + Math.random() / 5);
const arima = new arimaModule({
  p: 2,
  d: 1,
  q: 2,
  P: 0,
  D: 0,
  Q: 0,
  S: 0,
  verbose: false,
}).train(ts);
const [pred, errors] = arima.predict(10);

console.log(`
Sync compilation

Data: 
${ts.join("\n")}

Predictions: 
${pred.join("\n")}

Errors: 
${errors.join("\n")}
`);