🌍 What is GeoDaLib?
GeoDaLib is the powerful core engine of GeoDa software, transformed into a lightweight library without the GUI. Built on C++ code from the Center for Spatial Data Science at the University of Chicago, it's your trusted companion for spatial data analysis that has served academia and industry for decades.
🚀 Why use GeoDaLib?
GeoDaLib brings spatial analysis into the AI era with cutting-edge technologies:
🔧 Modern Tech Stack:
- ⚡ WebAssembly - Run GeoDaLib C++ code directly in browsers/Node.js
- 🏹 Apache Arrow - Lightning-fast data exchange
- 🧵 Web Workers - Parallel processing for better performance
- 🤖 OpenAssistant Integration - Seamless LLM-based spatial analysis
⚙️ How does it work?
GeoDaLib's architecture is beautifully simple:
- C++ code compiled to WebAssembly modules
- TypeScript wrapper for easy API access
- Ready to use in your applications!
👉 Check out the Getting Started guide to dive in!
🤖 For AI integration, explore OpenAssistant/GeoDa
🛠️ Available Functions
GeoDaLib comes packed with powerful spatial analysis tools into 4 packages:
- 📦 @geoda/core
- ️ Mapping
- 📊 Data Exploration
- ⚖️ Spatial Weights
- ⚡ Spatial Operations
- 📦 @geoda/lisa
- 📐 Spatial Autocorrelation Analysis
- 📦 @geoda/regression
- 📈 Spatial Regression
- 📦 @geoda/clustering
- 📍 Spatial Clustering
Dive deeper in our API Overview!
📜 License
GeoDaLib is open source under the MIT License 🎉
💡 Pro Tip: Visit GeoDa.ai to see GeoDaLib in action, powering AI-driven spatial analysis!