[NeurIPS-25] How Different from the Past? Spatio-Temporal Time Series Forecasting with Self-Supervised Deviation Learning
☆32Mar 9, 2026Updated 7 months ago
Alternatives and similar repositories for ST-SSDL
Users that are interested in ST-SSDL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI'26] Code for paper "Meta Dynamic Graph for Traffic Flow Prediction".☆20Jan 15, 2026Updated 8 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆83Sep 4, 2024Updated 2 years ago
- ☆18May 22, 2026Updated 4 months ago
- [NeurIPS 2025 Spotlight] Official implementation of "Learning with Calibration: Exploring Test-Time Computing of Spatio-Temporal Forecast…☆22Nov 25, 2025Updated 10 months ago
- The code for HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting☆28Apr 28, 2026Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Code for the NeurIPS'25 paper: Selective Learning for Deep Time Series Forecasting☆39Nov 7, 2025Updated 11 months ago
- My personal PyTorch framework for multivariate time series forecasting.☆108Mar 10, 2026Updated 6 months ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆245Nov 15, 2025Updated 10 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆87Nov 30, 2025Updated 10 months ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆44Sep 2, 2025Updated last year
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆261Mar 9, 2026Updated 7 months ago
- [AAAI'25] "Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction"☆26May 30, 2025Updated last year
- ☆33Oct 18, 2024Updated last year
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆33Jul 13, 2024Updated 2 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.
- KDD25: The source code of our paper "UoMo: A Universal Model of Mobile Traffic Forecasting for Wireless Network Optimization"☆16Aug 14, 2025Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆148Dec 23, 2023Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆122Mar 18, 2025Updated last year
- [ICLR 2026] Official implementation for "Enhancing Multivariate Time Series Forecasting with Global Temporal Retrieval"☆27Apr 5, 2026Updated 6 months ago
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 10 months ago
- [TPAMI 2025] Official implementation of "Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting"☆20Feb 26, 2025Updated last year
- An offical implementation of STDN: "Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting." (AAAI 202…☆43Jan 16, 2026Updated 8 months ago
- ☆31Aug 19, 2024Updated 2 years ago
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆18May 23, 2025Updated last year
- 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.
- ☆114Jun 11, 2025Updated last year
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆240Jan 23, 2026Updated 8 months ago
- Official implementation for AAAI 2026 paper: SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting☆23Nov 25, 2025Updated 10 months ago
- The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…☆30Jan 27, 2026Updated 8 months ago
- ☆24Nov 29, 2024Updated last year
- [NeurIPS 2024] Continuous Temporal Domain Generalization☆54Mar 10, 2025Updated last year
- ☆14Feb 22, 2024Updated 2 years ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆72Aug 13, 2024Updated 2 years ago
- Dynamic Attention And Trajectory Cognition Based Graph Convolution Network For Traffic Flow Forecasting☆15Nov 16, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- traffic flow prediction☆16Aug 14, 2023Updated 3 years ago
- ☆17Jan 3, 2025Updated last year
- [NeurIPS 2025] Official implementation of "STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization"☆85Sep 9, 2026Updated last month
- Official implementation of the paper "ST-LLM+ : Graph Enhanced Spatio-Temporal Large Language Models for Traffic Prediction"☆63Jul 8, 2025Updated last year
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆168Dec 4, 2025Updated 10 months ago
- [TITS'24] ✨ Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆95May 13, 2025Updated last year
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆123Jun 27, 2025Updated last year