urban-mobility

Documentation for the General Bikeshare Feed Specification, a standardized data feed for shared mobility system availability. Maintained by MobilityData

Data models related to the Smart Cities Domain. Includes data models for Buildings, Parking, Urban Mobility & etc.

LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.

NetAScore - Network Assessment Score Toolbox for Sustainable Mobility

GATSim: Generative-Agent Transport Simulation

BikeNetKit Python package to partition urban street networks into Superblock-like neighborhoods

MoveWise: Reinforcement Learning for Behaviorally-Aware Mobility-as-a-Service. Deep Q-Network engine with React/Three.js frontend for sustainable urban transport nudging. NEXUS 2026 — Politecnico di Torino.

The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.

[SIGSPATIAL 2026] Massive-STEPS: Massive Semantic Trajectories for Understanding POI Check-ins -- Dataset and Benchmarks

Leveraging the Spatial Hierarchy: Coarse-to-fine Trajectory Generation via Cascaded Hybrid Diffusion

This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.

Language Modeling for Urban Mobility: A Data-Centric Review and Guidelines

Platform where you can get help to learn how to ride a bike and improve your cycling, route recommendations, commute together in traffic, tips and much more.

AgentSUMO: An Agentic Framework for Interactive Simulation Scenario Generation in SUMO via Large Language Models

Raygo is a professional-grade rail system guide built with React Native and TypeScript. It features Firebase Auth/Firestore, Google Maps/Places integration, and a scalable architecture for urban mobility and transit navigation.

Native macOS GUI for Eclipse SUMO simulations, built with SwiftUI, Metal, and TraCI.

Creation and manipulation of city networks from OpenStreetMap.

This repository follows the paper "Identifying urban features for vulnerable road user safety in Europe".

Explore and analyse General Transit Feed Specification (GTFS) files with a focus on urban mobility

MoveUp — Plataforma de mobilidade urbana desenvolvida para o Challenge da FIAP em parceria com a SoulUp, utilizando gamificação para transformar engajamento digital em benefícios reais, incentivando o transporte sustentável, a inclusão social e a redução da pegada de carbono.