ForestsKing / STTN
PyTorch implementation of STTN (Spatial-Temporal Transformer Networks for Traffic Flow Forecasting)
☆10Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for STTN
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆15Updated 2 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆25Updated 8 months ago
- A deep learning model for traffic flow forecasting☆7Updated 2 months ago
- A pytorch re-implementation of STFGNN☆25Updated last year
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆73Updated 7 months ago
- Display of data sets and core code in STCGCN☆19Updated last year
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated last year
- ☆34Updated last year
- ☆13Updated 2 years ago
- Spatial-Temporal Transformer Networks for Traffic Flow Forecasting☆27Updated 3 years ago
- Using to predict the highway traffic speed☆29Updated 7 months ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆29Updated 4 years ago
- ☆52Updated last week
- ☆55Updated 2 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆159Updated 3 years ago
- ☆11Updated last year
- ☆36Updated 2 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆23Updated last year
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆18Updated 3 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆61Updated 3 years ago
- ☆21Updated 3 months ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆146Updated 4 months ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆127Updated 3 years ago
- Multi-sensor traffic flow forecasting.☆12Updated 2 years ago
- [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022☆52Updated last year
- ☆37Updated 4 months ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆88Updated 3 years ago
- ☆23Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆107Updated 4 months ago
- [TKDE 2021 Paper] DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction☆14Updated 10 months ago