Code Completion

cs224n Winter 2017 final project. Code completion using deep learning.

Data

Run the steps below on corn (or other remote server). This will take a while.

wget http://files.srl.inf.ethz.ch/data/js_dataset.tar.gz
mkdir data
tar xzvf js_dataset.tar.gz -C data
mv js_dataset.tar.gz data/
cd data
tar xzvf data.tar.gz

//Splits the eval set into an eval and dev set
cd utils
python eval_split.py

##Train Glove Vectors Step 1: Clone Glove (clone this repository into the data folder of your code_completion directory)

$ git clone http://github.com/stanfordnlp/glove
$ cd glove && make

Step 2: Build Word Corpus

$ python build_glove_corpus.py

Step 3: Train Glove

$ ./trainGlove.sh

##Preparing for Training

$ cd utils
$ python embeddings.py
$ python preprocess.py