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Paper2Code：机器学习中科学论文的自动代码生成 PaperCoder是一个多智能体 LLM 系统，可将论文转化为代码库。它遵循三阶段流程：规划、分析和代码生成，每个阶段均由专门的智能体处理。 我们的方法在 Paper2Code 和 PaperBench 上的表现均优于强大的基准测试，并能生成忠实、高质量的实现。