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traffic-speed-prediction

Here are 11 public repositories matching this topic...

LibCity / Bigscity-LibCity

LibCity: An Open Library for Urban Spatial-temporal Data Mining

Updated Dec 18, 2024
Python

aptx1231 / Traffic-Prediction-Open-Code-Summary

Summary of open source code for deep learning models in the field of traffic prediction

Updated Nov 17, 2022

zouguojian / Travel-time-prediction

When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time

multi-task-learning graph-attention-networks one-hot-encoding feature-cross feature-fusion-network traffic-speed-prediction travel-time-prediction spatio-temporal-correlation holistic-attention travel-time-estimate

Updated Apr 29, 2025
Python

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 Feb 4, 2026
Python

zouguojian / STGIN

A Novel Spatio-Temporal Generative Inference Network for Predicting the Long-Term Highway Traffic Speed

graph-algorithms spatio-temporal-analysis intelligent-transportation-systems graph-attention-networks traffic-speed-prediction generative-inference

Updated Aug 2, 2024
Python

LibCity / M-LibCity

M-LibCity: An Open Source Library for Urban Spatio-temporal Prediction Models Based on MindSpore

deep-learning traffic eta map-matching spatio-temporal traffic-prediction trajectory-prediction spatio-temporal-prediction traffic-flow-prediction traffic-accident-prediction traffic-speed-prediction libcity

Updated Apr 12, 2024
Python

alvinzhaowei / GAMCN

This is an implementation of a traffic speed predicition model.

deep-learning cnn road-network gcn traffic-speed-prediction

Updated Oct 27, 2022
Python

HowardZorn / ST-MAN

ST-MAN: Spatio-Temporal Multimodal Attention Network for Traffic Prediction (KSEM 2023)

traffic-prediction spatio-temporal-prediction traffic-flow-prediction traffic-forecasting traffic-speed-prediction

Updated Sep 2, 2023
Python

fancent / traffic-speed-prediction

This repo shows how to use xgboost library to accurately predict time series data

python competition kaggle xgboost traffic-speed-prediction

Updated Dec 28, 2020
Jupyter Notebook

zouguojian / AI-for-Transportation-Science

New works about traffic prediction

traffic-control traffic-flow-prediction travel-time traffic-speed-prediction traffic-accident-risk-forecasting

Updated Aug 15, 2025

GIScience / foss4g-2023-traffic-speed-model

Source code for Ludwig, C. et al. (2023): TRAFFIC SPEED MODELLING TO IMPROVE TRAVEL TIME ESTIMATION IN OPENROUTESERVICE, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4/W7-2023, 109–116

machine-learning twitter openstreetmap traffic-speed-prediction

Updated Apr 25, 2023
Python

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