Description
The retrain() fuction lets us retrain the model, for example, when there is a new version of MindsDB available.
Syntax
Here is how to get an existing model and retrain it if its update status is available.
// Getting an existing model
const homeRentalPriceModel = await MindsDB.Models.getModel('home_rentals_model', 'mindsdb');
// Checking the status and retraining a model if required
if (homeRentalPriceModel.updateStatus === 'available') {
try {
// For custom retraining: homerentalPriceModel.retrain('example_db', trainingOptions);
await homeRentalPriceModel.retrain();
console.log('retrained a model');
} catch (error) {
// Something went wrong with retraining
console.log(error);
}
}
You can find full training options here.
