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Open-source intelligence for the global theater. Track everything from the corporate/private jets of the wealthy, and spy satellites, to seismic events in one unified interface. Hook an AI agent up to have it parse through data and find previously unseen correlations. The knowledge is available to all but rarely aggregated in the open, until now.
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
GeoAI: Artificial Intelligence for Geospatial Data
An open source library and framework for deep learning on satellite and aerial imagery.
Documentation and samples for ArcGIS API for Python
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis
Earth observation processing framework for machine learning in Python
Pydantic data models for the GeoJSON spec
The Complete Street Rule for ArcGIS CityEngine is a scenario oriented design tool intended to enable users to quickly create procedurally generated multimodal streets.
Tools for working with GTFS public transit data in ArcGIS
GTFS ORM using SQLAlchemy
Open-source event management, ticketing and membership platform for communities, clubs, independent venues and independent artists.
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Experimental packages for ROS access to Open Street Map information
Open framework for calculating spatial urban sprawl indices and performing disaggregated population estimates using open data
GTFS Segments: A fast and efficient library to generate bus stop spacings
Real-time GTFS database loader and ORM library.
A Python library built on pandas and geopandas for linearly referenced data management, engineering, and analysis using the DataFrame accessor pattern (.lr).
AI-powered disaster alert system for Pakistan that automatically processes official emergency warning documents.