Typilus: Neural Type Hints

3 code implementations • 6 Apr 2020 • Miltiadis Allamanis, Earl T. Barr, Soline Ducousso, Zheng Gao

The network uses deep similarity learning to learn a TypeSpace -- a continuous relaxation of the discrete space of types -- and how to embed the type properties of a symbol (i. e. identifier) into it.

One-Shot Learning Vocal Bursts Type Prediction