tsinghua-fib-lab / DeepMobilityLinks
The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.
☆15Updated last year
Alternatives and similar repositories for DeepMobility
Users that are interested in DeepMobility are comparing it to the libraries listed below
Sorting:
- ☆31Updated 11 months ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆18Updated 7 months ago
- ☆15Updated last year
- The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)☆16Updated last year
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆26Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆75Updated 2 years ago
- A diffusion-based framework for spatio-temporal point processes☆74Updated last year
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆29Updated 2 years ago
- ☆11Updated last year
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆105Updated 5 months ago
- ☆26Updated last year
- This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked syste…☆53Updated 11 months ago
- KnowSite: Leveraging Urban Knowledge Graph for Site Selection