uctb / UCTBLinks
An Open Source Spatio-Temporal Prediction Package
☆217Updated last year
Alternatives and similar repositories for UCTB
Users that are interested in UCTB are comparing it to the libraries listed below
Sorting:
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆136Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆243Updated 2 years ago
- Spatio-Temporal Prediction Paper List☆249Updated 6 months ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆233Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆74Updated 4 months ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆195Updated 11 months ago
- A collection of research on spatio-temporal data mining☆157Updated 10 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆90Updated last year
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆316Updated 4 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 6 months ago
- Traffic data processing tools in LibCity☆221Updated 2 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆269Updated 2 years ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆135Updated 4 months ago
- ☆27Updated last year
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆57Updated 3 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆186Updated 3 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆132Updated last year
- ☆16Updated 2 years ago
- Paper list in traffic prediction field☆224Updated last year
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆207Updated last week
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆243Updated 4 years ago
- Summary of open source code for deep learning models in the field of traffic prediction☆273Updated 3 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆78Updated 2 years ago
- ☆50Updated 3 years ago
- Awesome Time-Series and Spatio-Temporal Related☆106Updated 2 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆145Updated 11 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆73Updated 4 months ago
- Chinese Docs of LibCity☆26Updated last year
- ☆77Updated last year
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆94Updated 4 years ago