IdeaSearchIdeaSearch Documentation
Complete documentation homepage for IdeaSearch framework and tools
đ Welcome to IdeaSearch
IdeaSearch is an intelligent search and optimization framework based on large language models, designed specifically for scientific computing and data discovery. By combining advanced artificial intelligence technology with traditional optimization algorithms, IdeaSearch can automatically discover patterns, rules, and mathematical expressions in data.
đ Project Overview
The IdeaSearch project aims to build a mature ecosystem and currently consists of two parts:
- IdeaSearch Framework: The core framework providing LLM-based intelligent search engine
- IdeaSearch Fitter: A professional symbolic regression tool for automatically discovering mathematical formulas
Whether you are a researcher, data scientist, or educator, IdeaSearch can help you extract deep insights and knowledge from data.
đ Quick Start
Choose the content you're interested in to start exploring:
Framework Overview
Learn about the architecture design, working principles, and core concepts of the IdeaSearch framework Get Started
Fitter Overview
Explore the intelligent symbolic regression tool and learn how to use AI to automatically discover mathematical expressions Learn More
Live Demo
Complete demonstration examples to quickly understand how to use IdeaSearch Fitter for symbolic regression Try Demo
IdeaSearch Framework
Visit the main framework repository on GitHub to explore source code, contribute, and access the latest releases View on GitHub
IdeaSearch Fit
Access the symbolic regression fitting tool repository for advanced mathematical expression discovery View on GitHub
⨠Key Features
- đ¤ AI-Driven: Can integrate with advanced large language models like GPT, Gemini, etc.
- đŦ Scientific Computing: Optimized specifically for research and data analysis scenarios
- đ¯ Auto Discovery: Intelligently identifies mathematical patterns and physical laws in data
- đ Open Source: Completely open source with community contribution support
- đ Visualization: Rich charts and real-time feedback
- đ§ Easy Integration: Clean API design, easy to integrate into existing projects
đ Documentation of IdeaSearch
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