Explainable Natural Language to Bash Translation using Abstract Syntax Tree

Requirements

To install requirements:

conda env create -f environment. yml

Training

To train the model in the paper, run this command:

python src/main.py --mode train --batch 10 --accumulate_grad_batches 50

Predictions

To generate results on test data, run:

python src/main.py --mode predict --checkpoint_path path_to_chkpt