pip3 install -r requirements.txt
python useit.py
I used this network architecture
On 5th epoch , validation accuracy came out as 79.36 %
It took me around ~ 3 hour to train the model . This project is quite simple and interesting. Here are some examples that I tested.
Input a twit to be evaluated : My deep learning model is working so fine
positive sentiment 91.65% confidence
Input a twit to be evaluated : I love fashion
positive sentiment 91.50% confidence
Input a twit to be evaluated : i don't want this to happen again
negative sentiment 90.93% confidence
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Want to contribute? Just raise an issue and Give PR !