gryn010 / code2vec

A PyTorch implementation of `code2vec: Learning Distributed Representations of Code` (Alon et al., 2018)

PyTorch code2vec

This repo contains an implementation of code2vec: Learning Distributed Representations of Code.

Requirements

• Python 3+
• PyTorch 1.0
• A CUDA compatible GPU

Quickstart

1. ./download_preprocessed.sh to get the pre-processed datasets from the code2vec and the code2seq papers.

• Note: by default the 3 datasets from code2seq are commented out.

1. python run.py

To-Do

• Graph of results
• Inference code
• Embedding exploration