timbrockmeyer / pytorch-geometric-temporal-examplesLinks
Short examples using the PyTorch Geometric Temporal library for temporal Graph Neural Networks (GNN).
☆20Updated 3 years ago
Alternatives and similar repositories for pytorch-geometric-temporal-examples
Users that are interested in pytorch-geometric-temporal-examples are comparing it to the libraries listed below
Sorting:
- An end-to-end deep learning model for spatial-temporal prediction☆35Updated 3 years ago
- [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network☆36Updated last year
- Spatial-Temporal Graph ODE Neural Network☆119Updated 3 years ago
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆87Updated 2 years ago
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆50Updated 2 years ago
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- ☆41Updated 3 years ago
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆160Updated last year
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆72Updated 4 years ago
- ☆47Updated 11 months ago
- [PAKDD 2021] SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network☆40Updated last year
- PyTorch implementation of STGCN☆76Updated 5 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆170Updated last year
- ☆39Updated 2 years ago
- Graph Convolutional Adversarial Networks for Spatio-Temporal Anomaly Detection☆27Updated 2 years ago
- GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks☆36Updated 6 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆37Updated 2 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆146Updated 6 months ago
- ☆25Updated 4 years ago
- Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)☆170Updated 3 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆130Updated last year
- ☆73Updated 2 years ago
- Modifications to Graph Wavenet☆108Updated 5 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆75Updated 3 years ago
- Implementation codes for AAAI23 paper "Dynamic Heterogeneous Graph Attention Neural Architecture Search"☆34Updated 2 years ago
- ☆124Updated 2 years ago
- [ECMLPKDD22] MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks☆30Updated 2 years ago
- Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.☆176Updated 3 years ago
- ☆42Updated 3 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆26Updated 3 years ago