bhavyagera10 / code2seq-1

Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"

code2seq [WIP]

A PyTorch re-implementation code for "code2seq: Generating Sequences from Structured Representations of Code"

• Paper(Arxiv) : https://arxiv.org/abs/1808.01400
• Official Github : https://github.com/tech-srl/code2seq

Requirements

Please see requirements.txt

Usage

• notebooks/preparation.ipynb for downloading dataset, making some directories etc.

• notebooks/code2seq.ipynb for training and evaluating the model.

Memo

• Beam search is not implemented.
• GCP AI Platform Notebooks is used to train model.
• AI Platform Notebooks requires google_compute_engine api so please install this before installing other packages if you use AI Platform Notebooks.