Fork from https://github.com/ultimate010/crnn
Full anaconda2 package Theano Keras (install version 1.2.2 for reproduce acc > 89 %)
conda install theano pygpu
pip install keras=1.2.2
Switch Keras backend to Theano (How-to)
Download word2vec pretrained binary file here (looking for GoogleNews-vectors-negative300.bin.gz)
Preprocess data
python process_sst2_data.py w2v_bin sst_dir
To run on GPU
THEANO_FLAGS=mode=FAST_RUN,device=cuda,floatX=float32 python sst2_cnn_rnn_keras1.py