English_Word_Sentiment-Analysis

Character level sentiment analysis using CNN and LSTM

Dependancies

• Used Python Version:3.7.0
• Install necessary modules with sudo pip3 install -r requiremnets.txt command.

Model Training and Testing:

To train and test the model --> python3 train_and_test.py

Model Parameters:

For LSTM:

• Hidden_dimension = 50
• Output_dimension = 3
• Optimizer = Adadelta
• Loss criterion = Binary Cross Entropy with LogitsLoss

For CNN

• Output_dimension = 3
• Dropout = 0.01
• Optimizer = Adadelta
• Loss criterion = Binary Cross Entropy with LogitsLoss

Author:

Subhrajit Dey(@subro608)