Popular GitHub Repositories for Polarity

Dictionary based sentiment analysis that considers valence shifters

An emotion classifier of text containing technical content from the SE domain

An emotion-polarity classifier specifically trained on developers' communication channels

This repository contains a collection of Machine Learning and NLP projects, including sentiment analysis with NLTK, text preprocessing, and deep learning models. It covers techniques like tokenization, stopword removal, lemmatization, rule-based analysis, and transformer models like BERT for practical NLP applications.