☆28May 16, 2023Updated 2 years ago
Alternatives and similar repositories for SSTBAN
Users that are interested in SSTBAN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"☆12Jul 24, 2023Updated 2 years ago
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆29Apr 27, 2025Updated last year
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆36Sep 2, 2025Updated 8 months ago
- This is a Pytorch implementation of ST-3DNet. Now the corresponding paper is available at https://ieeexplore.ieee.org/abstract/document/8…☆11Jul 13, 2021Updated 4 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆114Mar 18, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆145Dec 23, 2023Updated 2 years ago
- ☆14Sep 14, 2021Updated 4 years ago
- ☆19Aug 20, 2023Updated 2 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆294Oct 13, 2023Updated 2 years ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆26Sep 2, 2025Updated 8 months ago
- Official code for the paper 'Spatial-temporal Forecasting for Regions without Observations'☆13Nov 9, 2025Updated 5 months ago
- An offical implementation of STDN: "Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting." (AAAI 202…☆35Jan 16, 2026Updated 3 months ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆69Aug 13, 2024Updated last year
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆12Sep 6, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [TRC] PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆17Apr 5, 2021Updated 5 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆202Dec 12, 2024Updated last year
- Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling☆24Jun 4, 2022Updated 3 years ago
- ☆14Mar 12, 2025Updated last year
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆27Aug 25, 2023Updated 2 years ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆227Nov 15, 2025Updated 5 months ago
- ☆24Aug 2, 2022Updated 3 years ago
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆92Sep 2, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [Information Fusion] "Integrating the Urban Science with Deep Learning for City-wide Network Congestion Prediction" by Wenqing Zheng, Hao…☆14Jul 21, 2023Updated 2 years ago
- ☆11May 25, 2024Updated last year
- ☆40Mar 28, 2022Updated 4 years ago
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆32Jul 13, 2024Updated last year
- ☆14Mar 27, 2023Updated 3 years ago
- A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network☆11May 21, 2023Updated 2 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Feb 23, 2024Updated 2 years ago
- ☆91Oct 27, 2023Updated 2 years ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆80Nov 30, 2025Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆258Mar 9, 2026Updated 2 months ago
- ☆15Aug 21, 2023Updated 2 years ago
- ☆11Mar 13, 2024Updated 2 years ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆22Aug 12, 2023Updated 2 years ago
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆15May 23, 2025Updated 11 months ago
- ☆16May 9, 2025Updated 11 months ago
- [CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction☆17Dec 29, 2021Updated 4 years ago