alphabitsun / Spatio-Temporal-Prediction
本仓库包含：时空数据处理、预测领域的相关论文；相关数据集；专家学者信息
☆14Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Spatio-Temporal-Prediction
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated last year
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆27Updated last year
- The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".☆28Updated 10 months ago
- ☆11Updated 2 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆108Updated 4 months ago
- ☆70Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆59Updated 4 months ago
- ☆23Updated last year
- ☆49Updated 2 years ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆34Updated 2 years ago
- ☆72Updated 11 months ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆143Updated 2 years ago
- Dynamic frequency domain graph convolution for traffic prediction☆12Updated 3 months ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆41Updated last year
- ☆55Updated 2 years ago
- [CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction☆15Updated 2 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆25Updated last year
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆25Updated last year
- A correlation information-based spatiotemporal network for traffic flow forecasting☆25Updated 8 months ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆41Updated 3 years ago
- ☆13Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆95Updated 2 years ago
- Code for paper "Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks"☆12Updated 3 years ago
- Code for the paper "Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convol…☆14Updated 3 years ago
- A collection of research on spatio-temporal data mining☆144Updated 2 months ago
- a pytorch version implement of paper "Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning"☆13Updated 2 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆18Updated 3 years ago
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆166Updated last year
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 3 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆74Updated 7 months ago