Arvind Muthiraparambil Shine
Computer Science at University of Nottingham
Work by Arvind Muthiraparambil Shine
- Stock Price Forecasting Using SVR, LSTM, LightGBM and TFT
This project compares four models -SVR, LSTM, LightGBM, and the Temporal Fusion Transformer to predict next-day stock prices. The study uses GOOGL as the main stock and includes data from 100 S&P 500 companies (2010–2021). It tests both 5-day and 20-day input windows, uses engineered features, and…