tsinghua-fib-lab / Urban-Cup-2023
Urban Cup 2023
☆16Updated last year
Alternatives and similar repositories for Urban-Cup-2023:
Users that are interested in Urban-Cup-2023 are comparing it to the libraries listed below
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆98Updated last week
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆45Updated last week
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆136Updated 4 months ago
- ☆76Updated last year
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- ☆20Updated 6 months ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆24Updated last year
- Large Language Models as Human Mobility Predictors☆50Updated 5 months ago
- This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked syste…☆48Updated 6 months ago
- The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).☆11Updated 2 years ago
- Urban Dynamics Through the Lens of Human Mobility☆16Updated last year
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆33Updated 3 years ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆167Updated 3 weeks ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆96Updated 3 years ago
- ☆22Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated last year
- ☆24Updated 7 months ago
- "OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"☆109Updated 8 months ago
- The code and documentation for geo-contextual multitask embedding learner☆25Updated 3 years ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆78Updated 10 months ago
- ☆137Updated 3 years ago
- UrbanKGent is an urban knowledge graph construction agent.☆45Updated last week
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆85Updated 2 months ago
- Source code for the UniTE pipeline.☆22Updated 2 months ago
- A deep reinforcement learning (DRL) based approach for slum upgrading. (KDD' 23)☆29Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- [ECML-PKDD2022] EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting☆26Updated 2 years ago
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆176Updated 3 months ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆17Updated 2 months ago