The PyTorch implementation of STGCN.
☆668Apr 2, 2025Updated last year
Alternatives and similar repositories for stgcn
Users that are interested in stgcn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,203Apr 29, 2024Updated last year
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆370Dec 11, 2018Updated 7 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆735Jul 13, 2021Updated 4 years ago
- graph wavenet☆789Mar 14, 2022Updated 4 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆544Jul 17, 2024Updated 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.
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,402Dec 9, 2024Updated last year
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆159Nov 11, 2020Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆449Feb 4, 2020Updated 6 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆258Jul 1, 2021Updated 4 years ago
- Adaptive Graph Convolutional Recurrent Network☆432Feb 23, 2024Updated 2 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,750Sep 1, 2025Updated 7 months ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,200Aug 7, 2024Updated last year
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆168Sep 14, 2024Updated last year
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆226Nov 15, 2025Updated 5 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.
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆228Jan 26, 2021Updated 5 years ago
- ☆921Jul 6, 2023Updated 2 years ago
- PyTorch implementation of STGCN☆77Dec 27, 2019Updated 6 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆525Apr 12, 2022Updated 4 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆97May 17, 2021Updated 4 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆173Nov 2, 2023Updated 2 years ago
- ☆79Nov 26, 2023Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆145Dec 23, 2023Updated 2 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆291Oct 13, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆49May 24, 2022Updated 3 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆116Nov 29, 2020Updated 5 years ago
- Spatial-Temporal Graph ODE Neural Network☆127Jan 18, 2022Updated 4 years ago
- ☆40Feb 3, 2023Updated 3 years ago
- ☆47May 27, 2022Updated 3 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Jun 3, 2021Updated 4 years ago
- PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)☆2,978Sep 18, 2025Updated 7 months ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆197Aug 1, 2022Updated 3 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆75Oct 27, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆94May 13, 2025Updated 11 months ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆101Jul 18, 2022Updated 3 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆76Sep 4, 2024Updated last year
- 比较 TCN、GRU、GCN、TGCN、 TCN+GCN 在 交通流量预测方面的准确率效果。☆144Jun 11, 2021Updated 4 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆331May 24, 2021Updated 4 years ago
- Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting☆604May 31, 2024Updated last year
- STGM: Spatio-Temporal Graph Mixformer for Traffic Forecasting☆102Oct 15, 2023Updated 2 years ago