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Topic: "urban-computing"

HKUDS/UrbanGPT

[KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"

Language: Python - Size: 15.5 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 345 - Forks: 45

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.

Language: Jupyter Notebook - Size: 138 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 219 - Forks: 73

ZJUDataIntelligence/HDM-GNN

Language: Python - Size: 25.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 154 - Forks: 31

xiepeng21/research_spatio-temporal-data-mining

A collection of research on spatio-temporal data mining

Size: 152 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 146 - Forks: 22

ZJUDataIntelligence/Tempo

Language: Python - Size: 63.5 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 143 - Forks: 37

yoshall/Awesome-Multimodal-Urban-Computing

A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.

Size: 2.39 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 112 - Forks: 9

ConnectedPlacesCatapult/TomboloDigitalConnector

The Tombolo Digital Connector enables users to combine different sources of data in a transparent and reproducible way.

Language: Java - Size: 321 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 58 - Forks: 35

HKUDS/GPT-ST

[NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"

Language: Python - Size: 67.5 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 53 - Forks: 3

LMissher/STWave

[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks

Language: Python - Size: 130 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 52 - Forks: 4

HKUDS/GraphST

[ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"

Language: Python - Size: 2.08 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 49 - Forks: 2

HKUDS/AutoST

[WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"

Language: Python - Size: 4.95 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 42 - Forks: 8

willzhang3/SHARE-parking_availability_prediction-Pytorch

Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction

Language: Python - Size: 163 KB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 37 - Forks: 11

HKUDS/FlashST

[ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"

Language: Python - Size: 20.1 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 22 - Forks: 1

huiminren/ST-SiameseNet

ST-SiameseNet (KDD'20)

Language: Python - Size: 58.5 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 18 - Forks: 11

HKUDS/CL4ST

[CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"

Language: Python - Size: 44.4 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 17 - Forks: 1

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.

Language: Python - Size: 13.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 14 - Forks: 0

HKUDS/OpenCity

"OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"

Language: Python - Size: 4.69 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 12 - Forks: 0

Xovee/stcf

STCF: Spatial-Temporal Contrasting for Fine-Grained Urban Flow inference. IEEE Transactions on Big Data, 2023.

Language: Python - Size: 16.8 MB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 1

ucfoundation/charter πŸ“¦

Urban Computing Foundation Charter

Size: 249 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 1

VIDA-NYU/UrbanMapper

πŸ—ΊοΈ Spatial Join & Enrich any urban layer given any external urban dataset of interest, streamline your urban analysis with Scikit-Learn-Like pipelines, and share your insights with the urban research community!

Language: Python - Size: 24.1 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 7 - Forks: 0

YihongT/ITINERA

[EMNLP 2024 Industry Track & KDD UrbComp 2024 Best Paper Award] ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning

Language: Python - Size: 6.24 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 0

ucfoundation/tac

UCF Technical Advisory Council

Size: 109 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 6

tongnie/NexuSQN

Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''

Language: Python - Size: 2.4 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 5 - Forks: 0

kfukutom/urbamplify

Your Product Assistant for Starting Businesses in NYC

Language: JavaScript - Size: 16.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 1

kkaryl/AI6128-Urban_Computing

This repository contains source code implementation of projects for NTU's MSAI course AI6128 on Urban Computing (2020 Sem 1).

Language: Jupyter Notebook - Size: 76.5 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

shishixuezi/HiUrNet

Implementation of the HiUrNet in the paper: Explainable Hierarchical Urban Representation Learning for Commuting Flow Prediction (ACM SIGSPATIAL 2024)

Language: Python - Size: 4.26 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1

ernestvmo/spatio-temporal-crime-prediction

Urban Computing 2021 Research Project @ Leiden University

Language: Jupyter Notebook - Size: 1.72 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

ucfoundation/artwork

Urban Computing Foundation Artwork and Logos

Size: 41.1 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

envdes/pyclmuapp

Integration and Execution of the Urban Climate Model in a Containerized Environment

Language: Python - Size: 31 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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

Language: Python - Size: 10.3 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

XingchenZOU/Awesome-Multimodal-Urban-Computing Fork of yoshall/Awesome-Multimodal-Urban-Computing

A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.

Size: 2.26 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

ceat-epfl/sensecity-africa

Crowdsensing urban data in Africa

Language: Jupyter Notebook - Size: 93.8 KB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

meghana-holla/trip-duration-prediction

Prediction of trip duration in bicycle sharing systems using coarse-grained station representation

Language: Jupyter Notebook - Size: 4.36 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

AdrianaCeric/city-accessibility

Exploring UrbanAccess to determine walkability/transit accessibility in San Francisco and Waterloo

Language: Jupyter Notebook - Size: 19.6 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Arthurdb1999/geocoding-postgis

Search by string similarity an address from brazil south region

Language: JavaScript - Size: 14.6 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

kennedyCzar/ACMSIGCHI_UMCIT2019

User Modeling and Personalization in Urban Computing

Language: Jupyter Notebook - Size: 44.4 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

Related Topics
spatio-temporal-prediction 6 graph-neural-networks 6 contrastive-learning 4 spatio-temporal 4 deep-learning 3 smart-cities 3 urban-planning 3 crowdsourcing 3 traffic-prediction 3 urban-data-science 3 time-series-forecasting 2 spatiotemporal-data 2 crowdsensing 2 intelligent-transportation-systems 2 spatio-temporal-data-mining 2 crime-prediction 2 pre-trained-model 2 traffic-forecasting 2 poi 2 fundation-models 2 large-language-models 2 spatio-temporal-data 2 data-fusion 1 multimodal 1 multi-modal 1 llm 1 foundation-models 1 graph-representation-learning 1 large-models 1 cross-domain 1 graph-based-forecasting 1 air-quality-forecasting 1 spatial-temporal-forecasting 1 semi-supervised-learning 1 pytorch-implementation 1 parking-availability-prediction 1 urban-data 1 json 1 java 1 geojson 1 data-science 1 data-aggregation 1 instruction-tuning 1 urban-climate-model 1 climate-model 1 climate-change 1 sumo 1 reinforcement-learning 1 python 1 machine-learning 1 gym 1 urbanmappers 1 urban-pipeline 1 spatial-data 1 urban-representation-learning 1 origin-destination-estimation 1 hierachical-urban-structure 1 heterogeneous-graph-neural-network 1 urban-flow-inference 1 smart-city 1 fine-grained 1 time-series 1 spatio-temporal-ai 1 paper-list 1 od-prediction 1 spatial-optimization 1 open-domain 1 location-based-services 1 itinerary-planner 1 data-acquisiton 1 traffic-forcasting 1 icde2023 1 graph-wavelets 1 graph-transformer 1 graph-attention-networks 1 self-supervised-learning 1 simple-yet-effective 1 mlp-mixer 1 osmnx 1 openstreetmap 1 msai 1 map-matching 1 indoor-localization 1 geospatial-data 1 spatio-temporal-analysis 1 nyc-taxi-dataset 1 mobile-sensing 1 generative-model 1 traffic-flow-prediction 1 prompt-tuning 1 pre-training 1 geospatial-visualization 1 geospatial 1 siamese-network 1 kdd2020 1 meta-learning 1 predictive-modeling 1 bike-sharing 1 urban-informatics 1 postgres 1