[TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting"
☆32Jul 13, 2024Updated last year
Alternatives and similar repositories for SCNN
Users that are interested in SCNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi-sensor traffic flow forecasting.☆14Jul 23, 2022Updated 3 years ago
- Quantifying Uncertainty in Deep Spatiotemporal Forecasting☆12Mar 20, 2021Updated 5 years ago
- ☆12Apr 19, 2024Updated 2 years ago
- [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"☆65Jun 13, 2024Updated last year
- ☆14Feb 22, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆181Aug 23, 2022Updated 3 years ago
- Official Implementation of TILDE-Q: A Transformation Invariant Loss Function for Time-Series Forecasting☆22Feb 11, 2025Updated last year
- [CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction☆17Dec 29, 2021Updated 4 years ago
- [ECMLPKDD22] MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks☆32Feb 24, 2026Updated 2 months ago
- ☆10Jun 17, 2023Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆59Aug 21, 2022Updated 3 years ago
- [NeurIPS 2024 Spotlight] Official Code of the paper "Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Foreca…☆16Dec 24, 2024Updated last year
- My personal PyTorch framework for multivariate time series forecasting.☆102Mar 10, 2026Updated 2 months ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆43Nov 16, 2022Updated 3 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.
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆25Nov 25, 2023Updated 2 years ago
- Crawl traffic data from PEMS☆10Jul 19, 2021Updated 4 years ago
- Official Code for "CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting"☆48Jan 6, 2025Updated last year
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆34Feb 16, 2020Updated 6 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆78Sep 4, 2024Updated last year
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Sep 12, 2022Updated 3 years ago
- [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"☆53May 8, 2025Updated last year
- ☆29May 16, 2023Updated 3 years ago
- ☆24Aug 2, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official code for the paper 'Spatial-temporal Forecasting for Regions without Observations'☆13Nov 9, 2025Updated 6 months ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆61Oct 2, 2024Updated last year
- Time Series Forecasting with Dynamic Graph Modeling☆16Aug 31, 2025Updated 8 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆16Oct 23, 2024Updated last year
- This repository contains a list of papers on spatio-temporal graph, especially about GNNs on S-T graph.☆18Sep 8, 2023Updated 2 years ago
- 2019天池 全球城市计算AI挑战赛 (地铁流量预测)Top30☆12Apr 10, 2019Updated 7 years ago
- 基于塔顶摄像头的能见度反算项目☆15Feb 22, 2024Updated 2 years ago
- The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"☆23Apr 15, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆15Jan 26, 2026Updated 3 months ago
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆15Jul 3, 2025Updated 10 months ago
- Code for IoTJ 2024 paper "SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series Forecasting".☆89Mar 29, 2024Updated 2 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Feb 5, 2023Updated 3 years ago
- ☆47Dec 16, 2023Updated 2 years ago
- ☆13Mar 29, 2022Updated 4 years ago