The language is based on this idea of symbolic programming.

First generation computers also used punched cards to store symbolic programming languages.

First era computers additionally used punched cards to retailer symbolic programming languages.

But more important, it's based on a very strong and innovative foundation of symbolic programming that allows it to take advantage of an impressively broad range of programming ideas and possibilities.

As a deep learning framework, MXNet aims for both flexibility and efficiency, and allows the mixing of imperative and symbolic programming techniques to improve productivity.