FakeNewsRNN

Detect if a news article is real or not ! using pytorch, LSTM and Django

Usage and installation :

1. Download the dataset from kaggle
2. Put the files into ./Data/.
3. install required packages: pip install -r requirements.txt
4. preprocess the dataset : python manage.py preprocess
5. train the model:

MIN_FREQ]
 [--embedding_output EMBEDDING_OUTPUT]
 [--hidden_size HIDDEN_SIZE] [--num_layers
NUM_LAYERS]
 [--num_epochs NUM_EPOCHS] [--batch_size
BATCH_SIZE]
 [--bi_lstm BI_LSTM] 

6. run the django server : python manage.py runserver