Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)
☆25Apr 1, 2025Updated 11 months ago
Alternatives and similar repositories for taming-local-effects-stgnns
Users that are interested in taming-local-effects-stgnns are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.☆20Mar 15, 2025Updated last year
- Official repository for the paper "Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting" (ICML 2024)☆24Jul 25, 2024Updated last year
- Official repository for the paper "Sparse Graph Learning from Spatiotemporal Time Series" (JMLR 2023)☆15Dec 7, 2023Updated 2 years ago
- Implementation of a list sweeper: instead of the cartesian product, sweep over the zipped list☆28Mar 17, 2025Updated last year
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆21Apr 17, 2025Updated 11 months ago
- Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023☆35Nov 8, 2023Updated 2 years ago
- Synthetic graph generator☆12Nov 7, 2023Updated 2 years ago
- ☆30May 23, 2025Updated 10 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆142Dec 23, 2023Updated 2 years ago
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆56Mar 9, 2026Updated 2 weeks ago
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆62May 23, 2023Updated 2 years ago
- A pytorch-based implementation of Dirichlet Process Mixture Model (DPMM)☆13Nov 27, 2025Updated 3 months ago
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆49Oct 10, 2023Updated 2 years ago
- Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-D…☆15Jan 2, 2025Updated last year
- tsl: a PyTorch library for processing spatiotemporal data.☆369Oct 17, 2025Updated 5 months ago
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆16Jan 26, 2026Updated last month
- ☆23Jun 16, 2021Updated 4 years ago
- Graph Echo State Networks for Pytorch☆24Jun 27, 2023Updated 2 years ago
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆30Sep 27, 2024Updated last year
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆67Aug 13, 2024Updated last year
- Research code for avalanche detection in ground-based photographs with deep learning☆14Jul 10, 2023Updated 2 years ago
- Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).☆74Feb 7, 2023Updated 3 years ago
- ☆11Oct 8, 2023Updated 2 years ago
- 小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B 站视频 | 评论爬虫、微博帖子 | 评论爬虫☆11Mar 28, 2024Updated last year
- Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)☆178Jun 22, 2022Updated 3 years ago
- [ICLR 2025] Official implementation of "Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting"☆28Oct 30, 2025Updated 4 months ago
- Isomap in Python☆10Mar 1, 2013Updated 13 years ago
- ☆16Jul 10, 2023Updated 2 years ago
- Graph signal processing tutorial, presented at the GraphSiP summer school.☆78Jan 24, 2019Updated 7 years ago
- Matlab implementation of TCK☆12Jul 5, 2019Updated 6 years ago
- The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS☆26Jul 10, 2024Updated last year
- Useful tools for pulling data from CalTrans-PeMS.☆11Jan 20, 2023Updated 3 years ago
- Transformer based model for time series prediction☆134May 9, 2022Updated 3 years ago
- code implementation of SEP(ICML 2022)☆36Jul 19, 2022Updated 3 years ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆12Jun 15, 2023Updated 2 years ago
- ☆11Aug 15, 2023Updated 2 years ago
- ☆49May 24, 2022Updated 3 years ago
- Implementation of "Just Balance GNN" for graph classification and node clustering from the paper "Simplifying Clusterings with Graph Neur…☆37Apr 28, 2025Updated 10 months ago
- ☆20Jan 19, 2022Updated 4 years ago