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:
- Official repository for the paper "Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting" (ICML 2024)☆25Jul 25, 2024Updated last year
- Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.☆20Mar 15, 2025Updated last year
- Simple code for the tutorial on Polynomial Nets.☆13Jan 19, 2023Updated 3 years ago
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆16Mar 3, 2025Updated last year
- A high-resolution, benchmark-ready dataset for spatiotemporal weather modeling☆17Mar 22, 2026Updated 4 months 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.
- Implementation of a list sweeper: instead of the cartesian product, sweep over the zipped list☆28Mar 17, 2025Updated last year
- ☆34May 23, 2025Updated last year
- Official repository for the paper "Sparse Graph Learning from Spatiotemporal Time Series" (JMLR 2023)☆15Dec 7, 2023Updated 2 years ago
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆59Apr 21, 2026Updated 3 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
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆22Apr 17, 2025Updated last year
- ☆23Dec 17, 2024Updated last year
- Code for "Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling" (TNNLS 2020).☆23Dec 9, 2020Updated 5 years ago
- Synthetic graph generator☆13Nov 7, 2023Updated 2 years ago
- 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.
- Official repository for the paper "Relational Conformal Prediction for Correlated Time Series" (ICML 2025)☆18Jul 7, 2025Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆147Dec 23, 2023Updated 2 years ago
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆63May 23, 2023Updated 3 years ago
- A pytorch-based implementation of Dirichlet Process Mixture Model (DPMM)☆13Apr 20, 2026Updated 3 months 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.☆383Jun 25, 2026Updated 3 weeks ago
- Implementation of the BNPool layer and code to reproduce the experiments in "Bayesian Nonparametric GNNs for graph pooling and clustering…☆15Apr 1, 2026Updated 3 months ago
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆15Jan 26, 2026Updated 5 months ago
- ☆23Jun 16, 2021Updated 5 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.
- A library for soft differentiable relaxations of common PyTorch functions.☆80Jun 28, 2026Updated 3 weeks ago
- My Body Is A Cage☆41Apr 13, 2021Updated 5 years ago
- Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)☆10Oct 3, 2022Updated 3 years ago
- Graph Echo State Networks for Pytorch☆25Jun 27, 2023Updated 3 years ago
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆31Sep 27, 2024Updated last year
- Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).☆74Feb 7, 2023Updated 3 years ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆70Aug 13, 2024Updated last year
- Research code for avalanche detection in ground-based photographs with deep learning☆14Jul 10, 2023Updated 3 years ago
- Official implementation of Multi-relational graph diffusion neural network with parallel retention for stock trends classification. In IC…☆18May 12, 2026Updated 2 months ago
- 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.
- Graph signal processing tutorial, presented at the GraphSiP summer school.☆79Jan 24, 2019Updated 7 years ago
- The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS☆27Jul 10, 2024Updated 2 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 2 years ago
- code implementation of SEP(ICML 2022)☆37Jul 19, 2022Updated 4 years ago
- Matlab implementation of TCK☆12Jul 5, 2019Updated 7 years ago
- Transformer based model for time series prediction☆132May 9, 2022Updated 4 years ago