[TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction
☆41Sep 2, 2025Updated 10 months ago
Alternatives and similar repositories for PM-DMNet
Users that are interested in PM-DMNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆26Sep 2, 2025Updated 10 months ago
- STLAformer for traffic flow forecasting☆17Nov 20, 2025Updated 8 months ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆259Mar 9, 2026Updated 4 months ago
- ☆11Dec 22, 2024Updated last year
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆100Sep 2, 2025Updated 10 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆82Sep 4, 2024Updated last year
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- ☆18May 9, 2025Updated last year
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆70Aug 13, 2024Updated 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 6 months ago
- [TITS'24] ✨ Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆95May 13, 2025Updated last year
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆240Nov 15, 2025Updated 8 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
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆120Mar 18, 2025Updated last year
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆16May 23, 2025Updated last year
- Display of data sets and core code in STCGCN☆28Nov 16, 2022Updated 3 years ago
- ☆12Apr 10, 2025Updated last year
- An offical implementation of STDN: "Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting." (AAAI 202…☆42Jan 16, 2026Updated 6 months ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆41Sep 2, 2025Updated 10 months ago
- ☆14Mar 12, 2025Updated last year
- [AAAI'25] "Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction"☆25May 30, 2025Updated last year
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆301Oct 13, 2023Updated 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.
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆204Dec 12, 2024Updated 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
- Open-source code of TransGTR.☆14Nov 1, 2023Updated 2 years ago
- ☆33Oct 18, 2024Updated last year
- My personal PyTorch framework for multivariate time series forecasting.☆104Mar 10, 2026Updated 4 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
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆147Dec 23, 2023Updated 2 years ago
- ☆16Jan 16, 2025Updated last year
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆15Apr 16, 2024Updated 2 years ago
- 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.
- Official repository of paper "Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction".☆15Nov 21, 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
- ☆29May 16, 2023Updated 3 years ago
- Code for IoTJ 2024 paper "SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series Forecasting".☆93Mar 29, 2024Updated 2 years ago
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network(AFFGCN)☆37Oct 30, 2024Updated last year
- ☆21Sep 12, 2024Updated last year
- ☆19Aug 20, 2023Updated 2 years ago