Predictive and generative neural networks

• Main Author: Chan, Keefe
• Other Authors: Frederique Elise Oggier
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Science::Mathematics
• Online Access: https://hdl.handle.net/10356/148514
• Institution: Nanyang Technological University

Machine learning applications based on neural networks have been flourishing over the years. In this report, we explore how to generate and predict random variables using neural networks, starting from well known methods, namely the inverse transform method and maximum likelihood techniques, then e...