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traffic-speed-forecasting

Here are 4 public repositories matching this topic...

zouguojian / Traffic-speed-prediction

Using to predict the highway traffic speed

deep-neural-networks generative-model highway-network lstm-neural-networks spatio-temporal multi-task-learning graph-attention-networks transformer-architecture encoder-decoder-architecture nonlinear-correlation gnn-model traffic-speed-forecasting traffic-speed-prediction long-term-prediction fusion-gate-mechanism bilateral-framework

Updated Apr 2, 2024
Python

RickyMiura / Traffic-Speed-Forecasting

Forecasting traffic speed using sensor data from San Diego highways and a Spatial-Temporal Graph Attention Network.

geometric-deep-learning spatial-temporal pytorch-geometric graph-attention-network traffic-speed-forecasting

Updated Jan 26, 2025
Python

caailab / features_injection

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

Updated Aug 6, 2021
Python

caailab / backtracking

Temporal Backtracking and Multistep Delay of Traffic Speed Series Prediction

intelligent-transportation-systems time-series-analysis long-short-term-memory model-optimization traffic-speed-forecasting

Updated Jan 22, 2021

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