libcity

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LibCity /Bigscity-LibCity

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

deep-learning toolkit traffic eta map-matching representation-learning on-demand-service spatio-temporal traffic-prediction trajectory-prediction time-series-prediction spatio-temporal-prediction traffic-flow-prediction pytorch-implementation od-matrix traffic-forecasting estimated-time-of-arrival traffic-accident-prediction traffic-speed-prediction libcity

UpdatedDec 18, 2024
Python

aptx1231 /Traffic-Prediction-Open-Code-Summary

Star256

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

open-source deep-learning traffic on-demand on-demand-service spatio-temporal graph-convolutional-networks traffic-prediction trajectory-prediction time-series-prediction spatio-temporal-prediction traffic-flow-prediction graph-neural-networks paper-list estimated-time-of-arrival traffic-accident-prediction open-code traffic-speed-prediction travel-time-prediction libcity

UpdatedNov 17, 2022

LibCity /Bigscity-LibCity-PaperList

Star223

Paper list in traffic prediction field

deep-learning map-matching network-embedding spatio-temporal traffic-prediction spatio-temporal-prediction graph-neural-networks paper-list traffic-forecasting estimated-time-of-arrival libcity

UpdatedJul 6, 2024

LibCity /Bigscity-LibCity-Datasets

Star201

Traffic data processing tools in LibCity

traffic dataset traffic-data spatio-temporal-data traffic-prediction spatio-temporal-prediction libcity

UpdatedJun 22, 2023
Python

LibCity /Bigscity-LibCity-Docs-zh_CN

Star26

Chinese Docs of LibCity

documentation sphinx traffic sphinx-doc libcity

UpdatedDec 14, 2023
Python

LibCity /Bigscity-LibCity-Docs

Star13

Docs of LibCity

documentation sphinx traffic sphinx-doc libcity

UpdatedDec 5, 2024
Python

LibCity /libcity.github.io

Star9

Home page of LibCity

website vue traffic libcity

UpdatedFeb 10, 2025
Vue

aptx1231 /STDEN

Star4

Pytorch implementation of Spatio-temporal Differential Equation Network (STDEN).

ode traffic-flow-prediction traffic-flow-forecasting spatial-temporal-forecasting nerual-differential-equations aaai2022 libcity

UpdatedMar 25, 2022
Python

LibCity /M-LibCity

Star4

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

UpdatedApr 12, 2024
Python

ShotDownDiane /M-LibCity

Star1

M-LibCity：基于Mindspore的城市时空预测模型开源算法库

deep-learning toolkit spatio-temporal-prediction mindspore libcity

UpdatedApr 12, 2024
Python

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