☆923Jul 6, 2023Updated 2 years ago
Alternatives and similar repositories for MTGNN
Users that are interested in MTGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- graph wavenet☆794Mar 14, 2022Updated 4 years ago
- ☆889Apr 9, 2017Updated 9 years ago
- Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting☆606May 31, 2024Updated last year
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆529Apr 12, 2022Updated 4 years ago
- Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.☆179Nov 30, 2021Updated 4 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.
- Adaptive Graph Convolutional Recurrent Network☆432Feb 23, 2024Updated 2 years ago
- PyTorch implementation of ESG☆99Feb 21, 2023Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆451Feb 4, 2020Updated 6 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,408Dec 9, 2024Updated last year
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆546Jul 17, 2024Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆145Dec 23, 2023Updated 2 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,210Apr 29, 2024Updated 2 years ago
- The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2…☆668Jul 12, 2023Updated 2 years ago
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆90Nov 10, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.☆427Dec 10, 2023Updated 2 years ago
- ☆106Dec 11, 2024Updated last year
- Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)☆598Jul 28, 2023Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆127Jan 18, 2022Updated 4 years ago
- PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)☆2,980Sep 18, 2025Updated 7 months ago
- Modifications to Graph Wavenet☆111Dec 28, 2019Updated 6 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆230Jan 26, 2021Updated 5 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆331May 24, 2021Updated 4 years ago
- Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".☆262Jun 17, 2024Updated last year
- 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.
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆739Jul 13, 2021Updated 4 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,205Aug 7, 2024Updated last year
- Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"☆245Feb 22, 2024Updated 2 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆174Nov 2, 2023Updated 2 years ago
- [TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)☆860Aug 9, 2024Updated last year
- ☆686Jun 7, 2023Updated 2 years ago
- The GitHub repository for the paper "Informer" accepted by AAAI 2021.☆6,474Jun 20, 2025Updated 10 months ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,758Sep 1, 2025Updated 8 months ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆198Aug 1, 2022Updated 3 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.
- ☆73Nov 19, 2022Updated 3 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆370Dec 11, 2018Updated 7 years ago
- Temporal Pattern Attention for Multivariate Time Series Forecasting☆734Nov 29, 2018Updated 7 years ago
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,451Feb 28, 2025Updated last year
- The PyTorch implementation of STGCN.☆677Apr 2, 2025Updated last year
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆957Apr 22, 2026Updated last week
- Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…☆684Dec 1, 2023Updated 2 years ago