python >= 3.5
pytorch : 0.4.1
torchtext : 0.3.1
ConfigArgParse : 0.15.2
nltk : 3.4.5
numpy : 1.14.2
Our new dataset crawled from 10000 repositories in Github: data/top10000/merged/
The dataset from Jiang et al., 2017 and cleaned by Liu et al., 2018: data/top1000/
run_top1000.py is the script for top-1000 dataset.
run_top10000.py is the script for top-10000 dataset.
For example:
$ python3 run_top1000.py preprocess$ python3 run_top1000.py train$ python3 run_top1000.py translateThe generated commit message will be saved in file: data/output/1000test.out or data/output/10000test.out
The script for exaluation: evaluation/evaluate_res.py and evaluation/multi-bleu.perl