State-of-the-art AI integration methods and frameworks

• 主要作者: Samson, Sherwin
• 其他作者: Arvind Easwaran
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Kedro; Metaflow; Luigi; FMU
• 在線閱讀: https://hdl.handle.net/10356/175091

Currently, the integration of AI models and ML pipelines is complex, requiring ad-hoc developments that are error-prone and repetitive. This report evaluates three state-of-the-art frameworks for integrating AI systems: Metaflow, Luigi, and Kedro. These frameworks are thoroughly analyzed based on...