FIBLAB / MoveSimLinks
[KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility
☆50Updated 3 years ago
Alternatives and similar repositories for MoveSim
Users that are interested in MoveSim are comparing it to the libraries listed below
Sorting:
- Map-Constrained Trajectory Recovery (KDD'21)☆61Updated 3 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- This is for AAAI2020 submission #9808☆19Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆20Updated last year
- A collection of research on spatio-temporal data mining☆157Updated 10 months ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆38Updated last year
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆155Updated 10 months ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆250Updated 2 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆148Updated 4 years ago
- ☆95Updated 3 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆57Updated 3 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆146Updated 11 months ago
- ☆145Updated 3 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆78Updated 2 years ago
- MetaST for WWW 2019☆52Updated 5 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Updated 6 years ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆29Updated 4 years ago
- Dynamic Switch-Attention Network☆20Updated 4 years ago
- Reconstruction of DeepST☆109Updated 5 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 3 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆32Updated 2 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆34Updated 5 years ago
- A Trajectory Preprocessing Toolkit in Python☆90Updated 3 months ago
- ☆17Updated 2 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆24Updated 2 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆213Updated 2 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago