DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning

Siyuan Guo; Cheng Deng; Ying Wen; Hechang Chen; Yi Chang; Jun Wang

2024 ICML ICML 2024

DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Siyuan Guo, Cheng Deng, Ying Wen, Hechang Chen, Yi Chang, Jun Wang

Topics

Artificial Intelligence > Core AI > Agent Systems Artificial Intelligence > Core AI > Large Language Models Artificial Intelligence > Core AI > Reasoning

Keywords

code generation case-based reasoning machine learning model expert knowledge data science large language model

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