The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term Traffic Forecasting]
☆27Jan 27, 2026Updated 2 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"☆20May 30, 2025Updated 10 months ago
- Official Code for "CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting"☆47Jan 6, 2025Updated last year
- ☆32Oct 18, 2024Updated last year
- ☆13Mar 12, 2025Updated last year
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆22Apr 21, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- LCDFormer☆11Mar 27, 2024Updated 2 years ago
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆29Apr 27, 2025Updated 11 months ago
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆15Apr 16, 2024Updated 2 years ago
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated last year
- ☆19Aug 20, 2023Updated 2 years ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆26Sep 2, 2025Updated 7 months ago
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆14May 23, 2025Updated 10 months ago
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆10Oct 11, 2025Updated 6 months ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆256Mar 9, 2026Updated last month
- ☆20Jan 19, 2022Updated 4 years ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆36Sep 2, 2025Updated 7 months ago
- Traffic dataset for pems04 and pems08☆11Dec 22, 2025Updated 3 months ago
- Implementation of a Hierarchical Mamba as described in the paper: "Hierarchical State Space Models for Continuous Sequence-to-Sequence Mo…☆15Nov 11, 2024Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆76Sep 4, 2024Updated last year
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆94May 13, 2025Updated 11 months ago
- Code for "Is Mamba Effective for Time Series Forecasting?"☆379May 20, 2025Updated 11 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.
- ☆12Nov 27, 2020Updated 5 years ago
- ☆98Mar 10, 2025Updated last year
- ☆23Aug 9, 2025Updated 8 months ago
- The repo for reproducing the main results in TSMixer: An all-MLP Architecture for Time Series Forecasting.☆10Jun 15, 2023Updated 2 years ago
- ☆113Jun 11, 2025Updated 10 months ago
- ☆14Dec 11, 2024Updated last year
- ☆48Feb 18, 2026Updated 2 months ago
- ☆15May 9, 2025Updated 11 months ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆216Jul 27, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces (To appear in Spatio-Temporal Reasoning …☆47Jan 6, 2025Updated last year
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆60Oct 2, 2024Updated last year
- The PyTorch implementation of the paper "AutoCTS: Automated Correlated Time Series Forecasting".☆19Jan 21, 2022Updated 4 years ago
- Transformer-based autoregressive varitional autoencoder☆12Feb 10, 2020Updated 6 years ago
- This GitHub repository provides an implementation of the paper "MAGNET: Multi-Label Text Classification using Attention-based Graph Neura…☆20Nov 2, 2023Updated 2 years ago
- Code acompaning the paper titled "Mamba time series forecasting with uncertainty quantification"☆21Aug 8, 2025Updated 8 months ago
- ☆11Mar 13, 2024Updated 2 years ago