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This repository was archived by the owner on Jan 29, 2020. It is now read-only.

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Name		Name	Last commit message	Last commit date
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
download_preprocessed.sh		download_preprocessed.sh
models.py		models.py
run.py		run.py

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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

./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.

python run.py

To-Do

Graph of results
Inference code
Embedding exploration

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

Topics

code2vec ml4code mloncode

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MIT license

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