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DeepAnalyze

Agent 基础设施

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该项目当前未满足“两个有效维度 + 两种数据源”的主榜门槛。

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可观测采用度缺失

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动量当前有效 · 2026-09-12

关注度当前有效 · 2026-09-12

信号可信度 依据当前有数据的独立评分维度数量计算。

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方法论 v2.0 · 快照 2026-09-12 · 超过 2 天视为过期

项目介绍

Authors: Shaolei Zhang, Ju Fan, Meihao Fan, Guoliang Li, Xiaoyong Du > Renmin University of China, Tsinghua University

DeepAnalyze is the first agentic LLM for autonomous data science. It can autonomously complete a wide range of data-centric tasks without human intervention, supporting:

DeepPrep is an LLM-powered agentic system for autonomous data preparation. It constructs data-preparation pipelines through execution-grounded interaction with intermediate table states and runtime feedback, helping clean, transform, and standardize raw data before downstream analysis.

CoDA-Bench evaluates agents in a Linux sandbox with hundreds of data files. Given a natural-language question, an agent…

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