tsinghua-fib-lab / MetroGNNLinks
☆16Updated last year
Alternatives and similar repositories for MetroGNN
Users that are interested in MetroGNN are comparing it to the libraries listed below
Sorting:
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated 2 years ago
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆16Updated 2 years ago
- The official implementation of AAAI 2024 paper: Estimating On-road Transportation Carbon Emissions from Open Data of Road Network and Ori…☆11Updated last year
- ☆35Updated last year
- A deep reinforcement learning (DRL) based approach for slum upgrading. (KDD' 23)☆38Updated 2 years ago
- ☆82Updated last month
- The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)☆18Updated last year
- The code and documentation for geo-contextual multitask embedding learner☆28Updated 4 years ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆20Updated 11 months ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆36Updated last year
- ☆69Updated 3 months ago
- Code for tasks on Cainiao-LaDe (Last-mile Delivery dataset).☆84Updated last month
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆33Updated 2 years ago
- Urban Region Representation Learning with OpenStreetMap Building Footprints☆31Updated last year
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆20Updated last year
- ☆145Updated 3 years ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆26Updated 2 years ago
- A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational S…☆285Updated last year
- public code and data☆40Updated 3 years ago
- ☆13Updated last year
- This repository provides an open source implementation of the Spatio-Temporal GAT introduced by Zhang et al in "Spatial-Temporal Graph At…☆110Updated 3 years ago
- ☆19Updated last year
- The official PyTorch implementation of "Physics-infused Machine Learning for Crowd Simulation" (KDD'22)☆22Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆74Updated 8 months ago
- KnowSite: Leveraging Urban Knowledge Graph for Site Selection☆16Updated 2 years ago
- This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked syste…☆60Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆79Updated 3 years ago
- Taxi Origin-Destination Demand Prediction☆56Updated 5 years ago
- Code accompanying our NeurIPS 2022 traffic4cast challenge☆82Updated 2 years ago