urban-computing

There are 4 repositories under urban-computing topic.

Knowledge-Precipitation-Tribe / Spatio-Temporal-papers
This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.
urban-computing infrastructure ailab datasets traffic-forecasting traffic-data urban-computing-papers gnn-traffic traffic-prediction traffic-flow demand-forecasting spatio-temporal spatio-temporal-networks flow-prediction demand-prediction graph-convolutional-networks paper temporal-graph-networks
Language:Jupyter Notebook 233
HKUDS / UrbanGPT
[KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"
fundation-models instruction-tuning large-language-models pre-trained-model smart-cities spatio-temporal-prediction urban-computing urban-data-science
Language:Python 177
ZJUDataIntelligence / HDM-GNN
crime-prediction crowdsensing urban-computing spatio-temporal crowdsourcing
Language:Python 155
ZJUDataIntelligence / Tempo
crowdsensing urban-computing crowdsourcing
Language:Python 144
xiepeng21 / research_spatio-temporal-data-mining
A collection of research on spatio-temporal data mining
deep-learning paper-list spatio-temporal spatio-temporal-data spatio-temporal-data-mining time-series traffic-prediction urban-computing od-prediction spatio-temporal-ai
135
yoshall / Awesome-Multimodal-Urban-Computing
A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.
cross-domain deep-learning foundation-models llm multimodal urban-computing
72
LMissher / STWave
[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
graph-attention-networks graph-neural-networks graph-wavelets intelligent-transportation-systems time-series-forecasting traffic-forecasting urban-computing wavelet-transform graph-transformer icde2023 spatio-temporal traffic-forcasting
Language:Python 65
HKUDS / GPT-ST
[NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
generative-model graph-neural-networks pre-trained-model spatio-temporal-prediction urban-computing
Language:Python 63
ConnectedPlacesCatapult / TomboloDigitalConnector
The Tombolo Digital Connector enables users to combine different sources of data in a transparent and reproducible way.
data-science data-acquisiton data-aggregation urban-data urban-data-science urban-computing java geojson json
Language:Java 58
HKUDS / AutoST
[WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"
contrastive-learning graph-neural-networks urban-computing spatio-temporal-data-mining self-supervised-learning intelligent-transportation-systems
Language:Python 49
YihongT / DASTNet
Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities"
traffic-forecasting traffic-flow-forecasting spatial-temporal-forecasting spatio-temporal adversarial-learning transfer-learning traffic cikm2022 time-series time-series-forecasting traffic-prediction urban-computing
Language:Python 42
HKUDS / FlashST
[ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
pre-training prompt-tuning smart-cities spatio-temporal-prediction traffic-flow-prediction urban-computing
Language:Python 41
willzhang3 / SHARE-parking_availability_prediction-Pytorch
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction
graph-neural-networks parking-availability-prediction pytorch-implementation semi-supervised-learning spatial-temporal-forecasting urban-computing
Language:Python 39
HKUDS / GraphST
[ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"
contrastive-learning graph-neural-networks graph-representation-learning spatio-temporal-prediction urban-computing
Language:Python 36
huiminren / ST-SiameseNet
ST-SiameseNet (KDD'20)
kdd2020 siamese-network urban-computing
Language:Python 21
HKUDS / CL4ST
[CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"
contrastive-learning meta-learning spatio-temporal-data spatio-temporal-prediction traffic-prediction urban-computing
Language:Python 17
ucfoundation / charter
Urban Computing Foundation Charter
urban-computing geospatial geospatial-visualization
8
Xovee / stcf
STCF: Spatial-Temporal Contrasting for Fine-Grained Urban Flow inference. IEEE Transactions on Big Data, 2023.
fine-grained urban-computing smart-city contrastive-learning urban-flow-inference
Language:Python 8
liyan2015 / SUMO-RL-MobiCharger
OpenAI-gym-like Reinforcement Learning environment for Dispatching of Mobile Chargers with SUMO. Compatible with Gym and popular RL libraries such as stable-baselines3.
gym reinforcement-learning sumo machine-learning python urban-computing
Language:Python 6
tongnie / NexuSQN
Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''
mlp-mixer spatiotemporal-data time-series-forecasting urban-computing simple-yet-effective
Language:Python 6
ucfoundation / tac
UCF Technical Advisory Council
urban-computing
6
kkaryl / AI6128-Urban_Computing
This repository contains source code implementation of projects for NTU's MSAI course AI6128 on Urban Computing (2020 Sem 1).
urban-computing indoor-localization osmnx geospatial-data openstreetmap map-matching msai
Language:Jupyter Notebook 3
ernestvmo / spatio-temporal-crime-prediction
Urban Computing 2021 Research Project @ Leiden University
crime-prediction nyc-taxi-dataset spatio-temporal-analysis urban-computing
Language:Jupyter Notebook 1
ucfoundation / artwork
Urban Computing Foundation Artwork and Logos
urban-computing
1
ceat-epfl / sensecity-africa
Crowdsensing urban data in Africa
urban-computing crowdsourcing mobile-sensing
Language:Jupyter Notebook 0
meghana-holla / trip-duration-prediction
Prediction of trip duration in bicycle sharing systems using coarse-grained station representation
urban-computing bike-sharing poi predictive-modeling
Language:Jupyter Notebook 0
AdrianaCeric / city-accessibility
Exploring UrbanAccess to determine walkability/transit accessibility in San Francisco and Waterloo
urban-computing urban-informatics urban-planning
Language:Jupyter Notebook
Arthurdb1999 / geocoding-postgis
Search by string similarity an address from brazil south region
postgis postgres javascript urban-computing
Language:JavaScript
ACMSIGCHI_UMCIT2019
kennedyCzar / ACMSIGCHI_UMCIT2019
User Modeling and Personalization in Urban Computing
acm acm-sigchi user-modeling urban-computing
Language:Jupyter Notebook
polimi-ispl / MAGCRN
Official repository for the paper "Back to the Future: GNN-based NO2 Forecasting via Future Covariates" accepted for publication at the IEEE IGARSS 2024
graph-neural-networks spatiotemporal-data urban-computing air-quality-forecasting graph-based-forecasting
Language:Python
XingchenZOU / Awesome-Multimodal-Urban-Computing
A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.
data-fusion deep-learning multi-modal urban-computing

urban-computing

Knowledge-Precipitation-Tribe / Spatio-Temporal-papers

HKUDS / UrbanGPT

ZJUDataIntelligence / HDM-GNN

ZJUDataIntelligence / Tempo

xiepeng21 / research_spatio-temporal-data-mining

yoshall / Awesome-Multimodal-Urban-Computing

LMissher / STWave

HKUDS / GPT-ST

ConnectedPlacesCatapult / TomboloDigitalConnector

HKUDS / AutoST

YihongT / DASTNet

HKUDS / FlashST

willzhang3 / SHARE-parking_availability_prediction-Pytorch

HKUDS / GraphST

huiminren / ST-SiameseNet

HKUDS / CL4ST

ucfoundation / charter

Xovee / stcf

liyan2015 / SUMO-RL-MobiCharger

tongnie / NexuSQN

ucfoundation / tac

kkaryl / AI6128-Urban_Computing

ernestvmo / spatio-temporal-crime-prediction

ucfoundation / artwork

ceat-epfl / sensecity-africa

meghana-holla / trip-duration-prediction

AdrianaCeric / city-accessibility

Arthurdb1999 / geocoding-postgis

kennedyCzar / ACMSIGCHI_UMCIT2019

polimi-ispl / MAGCRN

XingchenZOU / Awesome-Multimodal-Urban-Computing