Fake-News Busters

1. Requirements for running the code

   1. scikit-learn
   2. keras
   3. numpy
   4. tqdm
   5. tensorflow

2. Download the global vector file glove.6B.zip and put the glove.6B.100d.txt file in gloVe folder

3. For running the code: -
   python file_name body_truncation_length number_epochs
   Example:-
   

   1. python lstm_model_with_seperate_headline_body_encoding.py 75 10
   2. python lstm_model_headline_body_combined.py 75 10
   3. python lstm_model_with_global_features.py 75 10

4. Folders :-

   1. fnc-1-master :- Contain the test and train dataset
   2. features :- Contain the text features extracted
   3. gloVe: Contains global vector file
   4. objects: Train and Validation accuracy and loss after each epoch is store here.
   5. prediction: Predicted result are store here.