The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"
☆34Jan 8, 2024Updated 2 years ago
Alternatives and similar repositories for Activity-Trajectory-Generation
Users that are interested in Activity-Trajectory-Generation are comparing it to the libraries listed below
Sorting:
- ☆11Apr 2, 2024Updated last year
- A diffusion-based framework for spatio-temporal point processes☆77Mar 25, 2024Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Jan 10, 2022Updated 4 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Sep 29, 2024Updated last year
- ☆16Mar 11, 2024Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆92Apr 5, 2024Updated last year
- ☆68Sep 1, 2021Updated 4 years ago
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆59May 18, 2024Updated last year
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆98Aug 5, 2024Updated last year
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆50Nov 6, 2022Updated 3 years ago
- ☆28Sep 13, 2024Updated last year
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆213Jan 9, 2025Updated last year
- Compute 3D displacements and strains due to triangular dislocations using the artefact-free method of Nikkhoo and Walters, 2015.☆12Jul 23, 2024Updated last year
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆22May 20, 2025Updated 9 months ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆40Jan 31, 2025Updated last year
- Data and codes for MetroGAN☆16Dec 23, 2024Updated last year
- ☆20Nov 29, 2024Updated last year
- ☆18Apr 12, 2022Updated 3 years ago
- ☆147May 4, 2022Updated 3 years ago
- ☆16Jul 20, 2022Updated 3 years ago
- ☆17Aug 6, 2023Updated 2 years ago
- Minimal object-oriented implementation of basic Hidden Markov Model functionality☆17Dec 8, 2022Updated 3 years ago
- ☆13Feb 18, 2024Updated 2 years ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆21Sep 28, 2024Updated last year
- Map-matching using particle smoothing methods.☆16Jul 19, 2022Updated 3 years ago
- A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational S…☆289Jan 3, 2025Updated last year
- ☆22May 21, 2023Updated 2 years ago
- ☆18Jan 9, 2024Updated 2 years ago
- [KDD 2025 D&B] CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks.☆47Jul 15, 2025Updated 7 months ago
- ☆23Nov 3, 2022Updated 3 years ago
- Tutorial code with FEniCS-hIPPYlib framework for adjoint inversions☆21Jan 24, 2025Updated last year
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆47May 17, 2023Updated 2 years ago
- ☆16Feb 21, 2021Updated 5 years ago
- source_code for TULVAE☆22Feb 14, 2018Updated 8 years ago
- ☆28Feb 10, 2022Updated 4 years ago
- Simulating human mobility with a trajectory generation framework based on diffusion model☆32Mar 18, 2024Updated last year
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆67Jul 16, 2025Updated 7 months ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆120Apr 29, 2025Updated 10 months ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆25Jan 24, 2024Updated 2 years ago