Is there a way to do train_online or the new interactive learning shell-lessly?

Hello, I am using that python notebook framework from that Berlin talk a few weeks ago. It is quite intuitive to use. I remeber the presentor (sorry, I don’t remember his name) performed online training on a shell. Is it possible to do the online training not on a terminal?