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ruc-datalab/DeepAnalyze

DeepAnalyze is an agentic LLM that autonomously performs data science tasks, generating professional analysis reports with a single click.

Core Features

Automates the entire data science pipeline (preparation, analysis, modeling, visualization, reporting).

Conducts open-ended research across diverse data types (structured, semi-structured, unstructured).

Fully open-source, including model, code, and training data.

Features a WebUI with Docker-based sandboxed code execution.

Supports OpenAI-style API endpoints for flexible integration.

Detailed Introduction

DeepAnalyze is a pioneering agentic Large Language Model designed for autonomous data science. It empowers users to automate the entire data science workflow, from data preparation and analysis to modeling, visualization, and professional report generation, without human intervention. Capable of deep research across various data formats—structured, semi-structured, and unstructured—DeepAnalyze aims to democratize advanced data analysis. Its fully open-source nature, including the model, code, and training data, fosters community-driven development and allows for custom deployment and extension, making sophisticated data insights accessible to all.