geo-infer
CommunityGeospatial Active Inference Framework
Data & Analytics#geospatial#h3#spatial analysis#agent-based modeling#active inference#bayesian inference
AuthorActiveInferenceInstitute
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a comprehensive framework for geospatial inference, enabling sophisticated analysis and decision-making across diverse domains by implementing Active Inference principles.
Core Features & Use Cases
- Modular Architecture: 44 specialized modules for spatial analysis, Active Inference, data processing, and domain-specific applications (agriculture, health, climate, etc.).
- Active Inference Core: Implements mathematical foundations for perception-action loops, free energy minimization, and Bayesian inference.
- H3 v4 Spatial Indexing: Utilizes the latest H3 hexagonal indexing for efficient geospatial processing.
- Use Case: Analyze regional climate change impacts by integrating climate models, spatial data, and Active Inference agents to predict adaptation strategies.
Quick Start
Use the geo-infer skill to analyze spatial data using the SpatialAnalyzer and ActiveInferenceModel.
Dependency Matrix
Required Modules
numpypandasscipyscikit-learngeopandash3pyprojrasterioxarraydaskrtreefionacftimenetCDF4requestsurllib3aiohttppyyamltomljsonschemamatplotlibseabornplotlyfoliumbrancaclicktqdmpython-dateutilpytzrichgeojson-pydanticosmnxlaspy
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: geo-infer Download link: https://github.com/ActiveInferenceInstitute/GEO-INFER/archive/main.zip#geo-infer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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