Visual Analysis for State Changes in RNNs for Program Synthesis

Install

Please use python 2.7 to install.

Install python (server-side) requirements using pip:

pip install -r requirements.txt

on OSX 10.11 (El Capitan):
pip install --user -r requirements.txt

Process dataset:

cd model/linux_original
chmod +x run.sh
./run.sh

start server:

cd ../..
python lstm_server.py -dir model/linux_original

For the example dataset, use python lstm_server.py -dir data

open browser at http://localhost:8888 - eh voila !

Credits

This work is folked from LSTMVis. LSTMVis is a collaborative project of Hendrik Strobelt, Sebastian Gehrmann, Bernd Huber, Hanspeter Pfister, and Alexander M. Rush at Harvard SEAS.