gravins / TG-ODE
Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24
☆19Updated 3 weeks ago
Alternatives and similar repositories for TG-ODE:
Users that are interested in TG-ODE are comparing it to the libraries listed below
- Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)☆20Updated last month
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆46Updated last year
- HSTGODE code☆9Updated last year
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆56Updated last year
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆11Updated 2 months ago
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆82Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆51Updated 8 months ago
- ☆28Updated 10 months ago
- Spatial-Temporal Graph ODE Neural Network☆109Updated 3 years ago
- Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"☆16Updated last year
- ☆36Updated 3 years ago
- ☆44Updated 2 years ago
- Official repository for "TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data" (AAAI 2025).☆12Updated 2 months ago
- ☆47Updated 2 years ago
- Official repository for the paper "Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting" (ICML 2024)☆13Updated 9 months ago
- Official repo to paper☆12Updated 2 years ago
- ☆39Updated 3 years ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆36Updated 4 months ago
- PyTorch Implementation of TimeFilter☆30Updated 2 months ago
- Official website for "Continual Learning on Graphs: Challenges, Solutions, and Opportunities"☆46Updated last year
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆149Updated 7 months ago
- ☆19Updated 3 years ago
- ☆11Updated 7 months ago
- Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-D…☆12Updated 4 months ago
- ☆15Updated last year
- [ICML'24] Official PyTorch Implementation of TimeX++☆25Updated 6 months ago
- ☆34Updated 9 months ago
- Open-source code of TransGTR.☆11Updated last year
- ☆99Updated last year
- ☆19Updated 2 years ago