LSTM Mobility Model implementation using Tensorflow
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Updated
Apr 29, 2018 - Python
LSTM Mobility Model implementation using Tensorflow
Distributed agents for mobility generation
Code for "Learning the Relation Between Mobile Encounters and Web Traffic Patterns: A Data-driven Study" MSWiM 2018 (ACM: https://dl.acm.org/citation.cfm?id=3242137, Tech Report: https://arxiv.org/abs/1808.03842)
More than a billion of the rural merchants in the developing world commonly depend on hiring on-demand transportation services to commute people or goods to markets. The process of selecting the optimal fare involves handling decision-making characterised with multiple alternatives and competing criteria. Decision support systems are commonly us…
Exploring mobility patterns in US cities
Urbano: Plugin for Rhino/Grasshopper
Test on various scenarios using NS3
Simulator developed for the mobility management of UAV base stations project featuring A3C
Python Parking Monitoring Library for SUMO
Sadie: Stochastic Agents in DIscrete time and Euclidean space
A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling (AAAI 2018)
Codebase for SIGSPATIAL ARIC 2020: Data-Driven Mobility Models for COVID-19 Simulation
simobility - light-weight mobility simulation framework. Best for quick prototyping
A modern agent-based modeling platform for mobility-on-demand simulations.
A high-capacity on-demand ride-sharing simulator, with three representative vehicle dispatch algorithms implemented.
Autonomous Mobility-on-Demand Simulation
Fleet Supply-Demand Simulator for Autonomous Bike Sharing Services using Boston as Test Bed (2016-2019)
Convert SUMO Floating Car Data (FCD) to a TrajDataFrame for scikit-mobility
Orderd logit model based on the Mobility and Transport Microcensus 2015 explaining the number of trips (from home to work for now) in Switzerland.
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