Dataset is downloaded from kaggle : https://www.kaggle.com/clmentbisaillon/fake-and-real-news-dataset

cnn_text.py contains code for text classification using 1D CNN model.

cnn_lstm_text.py contains code for text classification using 1D CNN-LSTM model.

rnn_text.py contains code for text classification using LSTM model.

bi_rnn.py contains code for text classification using Bi directional-LSTM model.

Ensemble.py containes code for all the model Ensembled to improve the accuracy of the system.