E2A4

END_P2S3_10_10.ipynb

This file is used for answering Q1-Q6

END_P2S3_100_40.ipynb

This file is used for answering Q7

END2 S4.ipynb

The in-class notebook where we are required to change the RNN to LSTM. The following lines were added

self.lstm = nn.LSTM(embedding_dim, hidden_size=hidden_dim, num_layers=2)

Here, we specified LSTM and also the number of layers.