Moh Quthbul Widad

Comparative Analysis of LSTM and GRU Models with Hyperparameter Optimization for Bitcoin Price Prediction

This work attempts to provide a thorough comparative analysis mapping the precise accuracy–efficiency trade-off between Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) models under a standardized Grid Search hyperparameter optimization pipeline using a recent Bitcoin closing-price dataset.