The Morse class can be used in several different ways after it is first imported into the current session via from morse import Morse.An empty class instance can initiated, or the data can be read in ...

This is the first application of instance discrimination to code representation learning to our knowledge. We pre-train ContraCode over 1.8m unannotated JavaScript methods mined from GitHub.

Abstract: Code representation learning is an important way to encode the semantics of source code through pre-training. The learned representation supports a variety of downstream tasks, such as ...

Pre-trained models for programming languages have recently demonstrated great success on code intelligence. To support both code-related understanding and generation tasks, recent works attempt to pre ...

Code search is to retrieve source code given a query. By deep learning, the existing work embeds source code and its description into a shared vector space; however, this space is so general that each ...