Sentiment Analyser

This is a sentiment analyser that takes in a sentence and returns the sentiment of the sentence. It gives rating to the emotions present in the sentence, from 0 to 1. It uses NLP and ML algroithms to do so. This is trained on word2vec dataset using IMDB movie reviews. And the test model is based on RNN.

Setup instructions

• Install python 3.6 or above
• Install the required packages using the following command

pip install -r requirements.txt

• First execute the word2vec.ipynb file to train the model
• Then execute the RNN(w2v).ipynb file to test the model
• Change the epochs batch size based on your system configuration and the accuracy you want.
• It will then create a csv file with the sentiment of the sentence.

Output

Check the screenshot in this folder for the output.

Author(s)

• Aditya Jethani