Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)
☆234Jan 26, 2021Updated 5 years ago
Alternatives and similar repositories for STFGNN
Users that are interested in STFGNN 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 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆464Feb 4, 2020Updated 6 years ago
- Adaptive Graph Convolutional Recurrent Network☆444Feb 23, 2024Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆131Jan 18, 2022Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆748Jul 13, 2021Updated 5 years ago
- ☆73Nov 19, 2022Updated 3 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.
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆315Jun 25, 2026Updated 4 months ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆542Apr 12, 2022Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆100Jul 18, 2022Updated 4 years ago
- A pytorch re-implementation of STFGNN☆30Mar 8, 2023Updated 3 years ago
- ☆68Jan 12, 2022Updated 4 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆336May 24, 2021Updated 5 years ago
- ☆50May 17, 2022Updated 4 years ago
- ☆42Mar 30, 2022Updated 4 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,212Aug 7, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- graph wavenet☆827Mar 14, 2022Updated 4 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆558Jul 17, 2024Updated 2 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆265Jul 1, 2021Updated 5 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆75Oct 27, 2020Updated 6 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,246Jun 14, 2026Updated 4 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
- ☆41Nov 2, 2021Updated 5 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,452Dec 9, 2024Updated last year
- Implementation of Graph Muti-Attention Network with PyTorch☆175Nov 2, 2023Updated 3 years 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.
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆178Sep 14, 2024Updated 2 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,789Sep 1, 2025Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆150Dec 23, 2023Updated 2 years ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆45Sep 2, 2025Updated last year
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆26Jul 6, 2023Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆205Dec 12, 2024Updated last year
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆307Oct 13, 2023Updated 3 years ago
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆285Oct 16, 2023Updated 3 years ago
- The pytorch code of DGCN(TITS)☆55Jul 18, 2022Updated 4 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.
- This is code for 3D Dynamic Graph Convolutional Networks for Crowd Flow Prediction☆19Jul 16, 2019Updated 7 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆368Dec 11, 2018Updated 7 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆430Jun 28, 2019Updated 7 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆171Mar 18, 2025Updated last year
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆27Aug 25, 2023Updated 3 years ago
- ☆40Mar 28, 2022Updated 4 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆233Oct 25, 2023Updated 3 years ago