SQLNet suggestions with NQL

This repo contains the implementation of SQLNet suggestions (paper and Original Code )with NQL from my master's thesis.

Preparations

Download data.tar.bz2. From the SQLNet Github Page here and unpack it. After that, you should have the folders 'data' and 'data_resplit'
Download the 42B.300d Glove embedding from here or directly from here. Unzip the 'glove.42B.300d.txt' file and put it into the folder 'glove'

This repo was developed on Windows using Python 3.6. To install the needed Python packages run:

pip install -r requirements.txt

SQLNet uses Pytorch, so CUDA/cudnn is needed to be installed. For this, please visit the NVIDIA website.

python main.py

After a few seconds the GUI should be visible:

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
.idea		.idea
glove		glove
models		models
nldslfuncs		nldslfuncs
pattern		pattern
python2backup		python2backup
saved_model		saved_model
sqlnet		sqlnet
.floyddata		.floyddata
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
StreamTextEdit.py		StreamTextEdit.py
download_glove.sh		download_glove.sh
extract_vocab.py		extract_vocab.py
guifilecreator.bat		guifilecreator.bat
main.py		main.py
nldlgui.py		nldlgui.py
nqlpred.png		nqlpred.png
nqlpredgui.py		nqlpredgui.py
nqlpredgui.ui		nqlpredgui.ui
nqlresult (Kopie).csv		nqlresult (Kopie).csv
nqlresult.csv		nqlresult.csv
requirements.txt		requirements.txt
test.py		test.py
test_argmax.py		test_argmax.py
train.py		train.py