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ruc-datalab/DeepAnalyze

DeepAnalyze is the first agentic LLM for autonomous data science, capable of automatically analyzing vast datasets and generating professional reports with a single click.

Core Features

Autonomously executes the entire data science pipeline (preparation, analysis, modeling, visualization, report generation).

Supports open-ended research across diverse data types: structured, semi-structured, and unstructured.

Fully open-source model, code, training data, and demo for deployment and extension.

Features a WebUI with Docker-based sandboxed code execution and OpenAI-style API endpoints.

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 report generation, without human intervention. The platform supports open-ended research across various data formats, including structured, semi-structured, and unstructured data, producing analyst-grade reports. DeepAnalyze is fully open-source, providing access to its model, code, and training data, and offers a WebUI with sandboxed code execution and OpenAI-style API endpoints for flexible deployment and extension.