NextWordPredictionUsingLSTM

We used Shakespeare Hamlet dataset for model training

Step1 - Text Preprocessing

• Converting text into sequences using tokenizer
• Creating input sequences
• Do padding

Step2 - Training the model(Using LSTM)

• Dividing into train and test set
• Creating an Embedding layer for text embedding
• Creating two LSTM layers
• Creating a Dense layer with softmax activation function