Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)
☆25Apr 1, 2025Updated last year
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 "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆16Mar 3, 2025Updated 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
- 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.
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆21Apr 17, 2025Updated last year
- Code for "Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling" (TNNLS 2020).☆23Dec 9, 2020Updated 5 years 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☆13Nov 7, 2023Updated 2 years ago
- ☆33May 23, 2025Updated 11 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆145Dec 23, 2023Updated 2 years ago
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆58Apr 21, 2026Updated last month
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆63May 23, 2023Updated 2 years ago
- tsl: a PyTorch library for processing spatiotemporal data.☆379Oct 17, 2025Updated 7 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆15Jan 26, 2026Updated 3 months ago
- Graph Echo State Networks for Pytorch☆25Jun 27, 2023Updated 2 years ago
- My Body Is A Cage☆41Apr 13, 2021Updated 5 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆78Sep 4, 2024Updated last year
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆31Sep 27, 2024Updated last year
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆70Aug 13, 2024Updated last year
- Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).☆73Feb 7, 2023Updated 3 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 2 years ago
- Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)☆182Jun 22, 2022Updated 3 years ago
- 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.
- Graph signal processing tutorial, presented at the GraphSiP summer school.☆79Jan 24, 2019Updated 7 years ago
- Isomap in Python☆10Mar 1, 2013Updated 13 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
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆12Jul 29, 2023Updated 2 years ago
- Transformer based model for time series prediction☆132May 9, 2022Updated 4 years ago
- Useful tools for pulling data from CalTrans-PeMS.☆11Jan 20, 2023Updated 3 years ago
- code implementation of SEP(ICML 2022)☆37Jul 19, 2022Updated 3 years ago
- ☆10Jun 17, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for "From classification to segmentation with explainable AI: A study on crack detection and growth monitoring" (Automation in Const…☆17Jun 27, 2025Updated 10 months ago
- [ICLR 2025] Official implementation of "Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting"☆30Oct 30, 2025Updated 6 months ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆12Jun 15, 2023Updated 2 years ago
- Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)☆10Oct 3, 2022Updated 3 years ago
- ☆11Aug 15, 2023Updated 2 years ago
- ☆50May 24, 2022Updated 3 years ago
- Implementation of "Just Balance GNN" for graph classification and node clustering from the paper "Simplifying Clusterings with Graph Neur…☆38Apr 28, 2025Updated last year