MasterShomya/Tweets_Sentiment_Analyzer

Sentiment Analysis from Scratch (LSTM + Attention)

This is a sentiment analysis model built entirely from scratch using a bidirectional LSTM architecture with an attention mechanism. The tokenizer is also trained from scratch on the dataset of 1.6 million tweets.

Dataset Link

https://www.kaggle.com/datasets/mdraselsarker/sentiment140-dataset-with-1-6-million-tweets

Kaggle Notebook Link

https://www.kaggle.com/code/mastershomya/sentiment-analysis-deep-bilstm