Python package to process NGSIM data and traffic sensing with autonomous vehicles
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Jun 15, 2020 - Jupyter Notebook
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traffic-state-estimation
Here are 7 public repositories matching this topic...
Official GE-GAN implementation for road traffic state estimation using graph embedding and WGAN; includes PeMS/Seattle data and a reproducible PeMS download workflow.
deepwalk generative-adversarial-network traffic-data intelligent-transportation-systems graph-embedding traffic-state-estimation caltrans-pems
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Jul 29, 2026 - Python
Calibration-free traffic state estimation method using detectors and connected vehicles data
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May 23, 2025 - Python
Research-ready Caltrans PeMS downloader with uv, speed/flow/occupancy exports, detector GeoJSON, official SHN road geometry, maps, and GE-GAN profile.
python road-network traffic-data uv traffic-state-estimation traffic-forecasting caltrans transportation-research pems dataset-downloader ge-gan
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Aug 19, 2026 - Python
Features injected recurrent neural networks for short-term traffic speed prediction
deep-learning keras intelligent-transportation-systems time-series-analysis feature-fusion early-stopping scikit-learning traffic-state-estimation model-checkpoint contextual-factors traffic-speed-forecasting
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Aug 6, 2021 - Python
Using traffic flow and travel preference data to generate individual travel chain on the Highway
route trajectory travel-time traffic-state-estimation travel-chain-generation travel-preference next-station
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Nov 15, 2025 - Python
Traffic density and velocity reconstruction from sparse SUMO probes using Data-driven, LWR, and ARZ models.
tensorflow sumo scientific-machine-learning traffic-state-estimation physics-informed-neural-networks
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Oct 4, 2026 - Python
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