paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>
☆172Apr 22, 2021Updated 4 years ago
Alternatives and similar repositories for STTN
Users that are interested in STTN are comparing it to the libraries listed below
Sorting:
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆12Oct 11, 2020Updated 5 years ago
- The official code for "Spatial temporal transformer networks for traffic flow forecasting"☆113Nov 17, 2021Updated 4 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆26Mar 14, 2023Updated 2 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆74Oct 27, 2020Updated 5 years ago
- ☆13Mar 29, 2022Updated 3 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆255Jul 1, 2021Updated 4 years ago
- Dynamic Switch-Attention Network☆20Aug 25, 2021Updated 4 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Jun 3, 2021Updated 4 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆227Jan 26, 2021Updated 5 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,194Aug 7, 2024Updated last year
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆251Jul 27, 2023Updated 2 years ago
- ☆14Aug 18, 2021Updated 4 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆232Oct 25, 2023Updated 2 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,739Sep 1, 2025Updated 6 months ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆392Nov 9, 2020Updated 5 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆327May 24, 2021Updated 4 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆282Oct 13, 2023Updated 2 years ago
- Adaptive Graph Convolutional Recurrent Network☆418Feb 23, 2024Updated 2 years ago
- Paper list in traffic prediction field☆227Jul 6, 2024Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆717Jul 13, 2021Updated 4 years ago
- Crawl traffic data from PEMS☆10Jul 19, 2021Updated 4 years ago
- ☆14Feb 22, 2024Updated 2 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆175Nov 2, 2023Updated 2 years ago
- ☆42Mar 30, 2022Updated 3 years ago
- The pytorch code of DGCN(TITS)☆56Jul 18, 2022Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆198Dec 12, 2024Updated last year
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆192Aug 1, 2022Updated 3 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆526Apr 12, 2022Updated 3 years ago
- ☆74Nov 19, 2022Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆13Dec 20, 2019Updated 6 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆111Nov 10, 2021Updated 4 years ago
- A collection of research on spatio-temporal data mining☆157Jan 20, 2025Updated last year
- Spatial-Temporal Transformer Networks for Traffic Flow Forecasting☆29Apr 27, 2021Updated 4 years ago
- graph wavenet☆778Mar 14, 2022Updated 3 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆111Mar 18, 2025Updated 11 months ago
- ☆19Jun 29, 2020Updated 5 years ago
- ☆49Nov 11, 2019Updated 6 years ago
- Implementation of the paper NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting.☆77Apr 13, 2021Updated 4 years ago
- A pytorch re-implementation of STFGNN☆30Mar 8, 2023Updated 2 years ago