[AAAI 2026] Official repository of the EMAformer paper: "EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecasting".
☆37Dec 3, 2025Updated 5 months ago
Alternatives and similar repositories for EMAformer
Users that are interested in EMAformer 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 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing☆42Jan 27, 2026Updated 3 months ago
- This is code for Multi-period Learning for Financial Time Series Forecasting (MLF, published in KDD 2025), which incorporates multiple in…☆32May 1, 2026Updated 3 weeks ago
- 开源、轻量的家庭机器人项目☆72Apr 22, 2026Updated last month
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆15Jan 26, 2026Updated 3 months ago
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆16May 3, 2025Updated last year
- 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.
- ☆45Jan 12, 2025Updated last year
- Official implementation of "DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting" (NeurIPS 2024)☆25Oct 28, 2024Updated last year
- ☆101Jun 12, 2025Updated 11 months ago
- ☆25Aug 9, 2025Updated 9 months ago
- ☆12Mar 30, 2021Updated 5 years ago
- ☆34Mar 12, 2026Updated 2 months ago
- Implementation for the AAAI '26 paper "T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion"☆57Dec 6, 2025Updated 5 months ago
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆28May 11, 2025Updated last year
- [KDD 2025 Most Influential Paper] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆272May 12, 2026Updated last week
- 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.
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆18Jan 26, 2026Updated 3 months ago
- Codes, datasets, and explanations for some basic natural language tasks and models.☆11Dec 9, 2020Updated 5 years ago
- NeurIPS 2024, Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series☆22May 14, 2026Updated last week
- [AAAI 2026 Oral] Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline☆50Apr 22, 2026Updated last month
- Leveraging the Spatial Hierarchy: Coarse-to-fine Trajectory Generation via Cascaded Hybrid Diffusion☆16Apr 29, 2026Updated 3 weeks ago
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆40Dec 20, 2025Updated 5 months ago
- Built real-time traffic prediction system using Graph Neural Networks (GNN) & Graph Convolutional Networks (GCN). Integrates GCN & LSTM l…☆27May 25, 2024Updated last year
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆35Nov 13, 2025Updated 6 months ago
- [AAAI 2026] Official implementation of "TimeMosaic: Information-Density Guided Time Series Forecasting via Adaptive Granularity Patch and…☆76Mar 24, 2026Updated last month
- 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.
- A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective☆37Jan 19, 2026Updated 4 months ago
- ☆23May 17, 2024Updated 2 years ago
- [ICLR'25] "Understanding Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing" by Peihao Wang, Ruisi Cai, Yue…☆18Mar 21, 2025Updated last year
- Python implementation for Bellman Conformal Inference algorithm for time series forecasting.☆26Feb 9, 2024Updated 2 years ago
- The official implementation of Spatiotemporal Gated Traffic Trajectory Simulation with Semantic-aware Graph Learning (Information Fusion …☆10May 6, 2024Updated 2 years ago
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆15Nov 2, 2024Updated last year
- The code for TFPS☆67Nov 8, 2024Updated last year
- [ICLR 2025] Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting☆15Nov 24, 2025Updated 5 months ago
- 改进的st-GCN代码☆24Oct 20, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆45Jul 25, 2024Updated last year
- An automated feature engineering framework 'FETCH' accepted in ICLR 2023.☆11Jun 20, 2023Updated 2 years ago
- ☆20Apr 15, 2025Updated last year
- ☆69Dec 30, 2025Updated 4 months ago
- [AAAI 2025] Holistic Semantic Representation for Navigational Trajectory Generation☆19Mar 7, 2026Updated 2 months ago
- ☆19Nov 14, 2023Updated 2 years ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆217Jul 27, 2024Updated last year