@article{deepanalyzeagenticlargelanguagemodelsfor, title = {DeepAnalyze: Agentic Large Language Models for Autonomous Data Science}, author = {Shaolei Zhang and Ju Fan and Meihao Fan and Guoliang Li and Xiaoyong Du}, year = {2025}, eprint = {2510.16872}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.16872}, }