STLAformer for traffic flow forecasting
☆18Nov 20, 2025Updated 11 months ago
Alternatives and similar repositories for STLAformer
Users that are interested in STLAformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI'26] Code for paper "Meta Dynamic Graph for Traffic Flow Prediction".☆20Jan 15, 2026Updated 9 months ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆44Sep 2, 2025Updated last year
- The code for HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting☆27Apr 28, 2026Updated 6 months ago
- [SIGSPATIAL 2025 Best Paper Award] Official implement of XXLTraffic: Expanding and Extremely Long Traffic Forecasting beyond Test Adaptat…☆31Oct 3, 2026Updated 3 weeks ago
- [KDD 2026] Official implementation of "FaST: Efficient and Effective Long-Horizon Forecasting for Large-Scale Spatial-Temporal Graphs via…☆21Jun 1, 2026Updated 4 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.
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆22Apr 21, 2024Updated 2 years ago
- ☆10Dec 9, 2024Updated last year
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆18May 23, 2025Updated last year
- HSTGODE code☆11Nov 26, 2023Updated 2 years ago
- This is a Pytorch implementation of TLAST: A Time-Lag Aware Spatial-Temporal Transformer for Traffic Flow Forecasting (TITS 2025).☆15Nov 3, 2025Updated 11 months ago
- ☆10Dec 22, 2024Updated last year
- ☆13Jun 27, 2024Updated 2 years ago
- ☆12Apr 10, 2025Updated last year
- The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…☆30Jan 27, 2026Updated 9 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆18May 9, 2025Updated last year
- [AAAI'25] "Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction"☆26May 30, 2025Updated last year
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆26Sep 2, 2025Updated last year
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- [ESWA'24] ✨ An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆32Apr 27, 2025Updated last year
- ☆21Sep 12, 2024Updated 2 years ago
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆15Jul 3, 2025Updated last year
- ☆14Mar 12, 2025Updated last year
- ☆31Jun 4, 2024Updated 2 years 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.
- ☆21Jan 16, 2025Updated last year
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆102Sep 2, 2025Updated last year
- [TITS'24] ✨ Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆95May 13, 2025Updated last year
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆123Mar 18, 2025Updated last year
- This is a PyTorch implementation of STGAGRTN in the Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow…☆20Apr 10, 2024Updated 2 years ago
- This project furnishes a dataset comprising risk images and pedestrian crossing action labels, derived using a comprehensive multi-path r…☆13Apr 7, 2025Updated last year
- SDGFormer: A Sparse Dynamic Graph Transformer for Traffic Flow Prediction☆15Nov 11, 2025Updated 11 months ago
- Official Code for the NeurIPS'25 paper: Selective Learning for Deep Time Series Forecasting☆42Nov 7, 2025Updated 11 months ago
- Display of data sets and core code in STCGCN☆28Nov 16, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆17Jan 3, 2025Updated last year
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Feb 23, 2024Updated 2 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆27Aug 25, 2023Updated 3 years ago
- [NeurIPS 2024 Spotlight] Official Code of the paper "Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Foreca…☆16Dec 24, 2024Updated last year
- 基于SUMO的高速公路-匝道交通仿真与数据分析系统，只需要安装sumo和一个python语言的编辑器，并且安装requirements.txt中必要的库函数，直接运行traffic_manager.py文件即可。详细指南请阅读readme文件☆15Aug 1, 2025Updated last year
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆261Mar 9, 2026Updated 7 months ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆247Nov 15, 2025Updated 11 months ago