The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term Traffic Forecasting]
☆30Jan 27, 2026Updated 6 months ago
Alternatives and similar repositories for MGCN-for-Traffic-Prediction
Users that are interested in MGCN-for-Traffic-Prediction 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'25] "Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction"☆25May 30, 2025Updated last year
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆26Sep 2, 2025Updated 10 months ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆41Sep 2, 2025Updated 10 months ago
- ☆18May 9, 2025Updated last year
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆15Apr 16, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆16May 23, 2025Updated last year
- STLAformer for traffic flow forecasting☆17Nov 20, 2025Updated 8 months ago
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- ☆14Mar 12, 2025Updated last year
- Official Code for "CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting"☆50Jan 6, 2025Updated last year
- [AAAI'26] Code for paper "Meta Dynamic Graph for Traffic Flow Prediction".☆17Jan 15, 2026Updated 6 months ago
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆22Apr 21, 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
- [TITS'24] ✨ Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆95May 13, 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.
- ☆19Aug 20, 2023Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆120Mar 18, 2025Updated last year
- ☆21Sep 12, 2024Updated last year
- The code for HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting☆27Apr 28, 2026Updated 3 months ago
- ☆33Oct 18, 2024Updated last year
- ☆32Jun 4, 2024Updated 2 years ago
- ☆10Jun 17, 2023Updated 3 years ago
- ☆16Jan 16, 2025Updated last year
- LCDFormer☆11Mar 27, 2024Updated 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.
- An offical implementation of STDN: "Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting." (AAAI 202…☆42Jan 16, 2026Updated 6 months 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
- Official repository for paper "The Power of Architecture: Deep Dive into Transformer Architectures for Long-Term Time Series Forecasting"☆15Nov 12, 2025Updated 8 months ago
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆69Oct 2, 2024Updated last year
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated 2 years ago
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 8 months ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆301Oct 13, 2023Updated 2 years ago
- ☆104Mar 10, 2025Updated last year
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆259Mar 9, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official repository of paper "Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction".☆15Nov 21, 2024Updated last year
- Display of data sets and core code in STCGCN☆28Nov 16, 2022Updated 3 years ago
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆114May 6, 2026Updated 2 months ago
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆238Jan 23, 2026Updated 6 months ago
- Code Release for ICML 2024: MS-TIP - Imputation Aware Pedestrian Trajectory Prediction☆24Apr 17, 2025Updated last year
- Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling☆24Jun 4, 2022Updated 4 years ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆100Sep 2, 2025Updated 10 months ago