CNN and RNN with Attention for Text Classification in Tensorflow

Requirements

• Python 3
• Tensorflow 1.0
• Scikit-learn
• Numpy
• Pandas

Training models

CNN:

python train_cnn.py

RNN:

python train_rnn.py

Evaluating models

python eval.py --checkpoint_dir=./runs/textrnn/trained_result_1512462690/checkpoints --model_type=RNN

If evaluation data has labels, has_label should be set to True.