a passionate final year CSE student with a knack for problem-solving and a love for building software projects. My journey in the world of technology has taken me from interactive problem-solving to the exciting realms of hardware and robotics. I'm deeply passionate about exploring the intersection of software and hardware, and I'm always eager to collaborate on innovative projects that push the boundaries of what's possible. Currently, my focus is on research, and I have a particular interest in Natural Language Processing (NLP). I believe that the power of language and AI can drive transformative changes in various fields. Join me in my coding adventures, explore my projects, and let's connect to create something amazing together!
mouly22 / sentiment-analysis_imdb Goto Github PK
View Code? Open in Web Editor NEWThis project develops sentiment classification models for IMDB reviews using shallow RNN, unidirectional LSTM, and bidirectional LSTM. It employs GloVe embeddings, evaluates performance with accuracy, precision, recall, and F1 score, and aims to assess the impact of LSTM layers on model effectiveness.