Using transformer to predict the price of commodity

• Main Author: Zhou, Siyu
• Other Authors: Wang Lipo
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Transformer
• Online Access: https://hdl.handle.net/10356/177390
• Institution: Nanyang Technological University

In this study, we explored the use of the Transformer model for time serial prediction and applied it to commodity price prediction, particularly for specific commodities and gold prices in the market. Given the potential of deep learning in processing large-scale datasets and capturing complex nonl...