AprLie / TrafficStreamLinks
☆48Updated 3 years ago
Alternatives and similar repositories for TrafficStream
Users that are interested in TrafficStream are comparing it to the libraries listed below
Sorting:
- ☆45Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆119Updated 3 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆70Updated 3 months ago
- ☆73Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆130Updated last year
- ☆42Updated 3 years ago
- ☆49Updated 3 years ago
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆161Updated last year
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 4 years ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆45Updated 2 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆66Updated 2 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆27Updated 2 years ago
- [TRC] PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆16Updated 4 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆101Updated 7 months ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆48Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆65Updated last year
- ☆68Updated 3 years ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆77Updated 5 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆87Updated last month
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆72Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆97Updated 3 years ago
- ☆19Updated 2 years ago
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆17Updated 2 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆35Updated 3 years ago
- ☆19Updated 3 years ago
- [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"☆63Updated last year
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆26Updated 3 years ago
- [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…☆50Updated 2 years ago
- ☆31Updated last year
- Implementation of Graph Muti-Attention Network with PyTorch☆170Updated last year