Author: Ujjawal Sharma(ujjawalsharma15@gmail.com)
Test accuracy: 53%
For better results use whole dataset ,I have only used 10% of training examples because of computational restrictions
Loading the test and train data and splitting into train, validation and test folds
LSTM(bidirectional) used with dropout as regularizer.
Cross Entropy Loss(binary) used for evaluation
Training the model on train set and final evaluation on test set.