Code for our CIKM'23 paper DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction
☆80Nov 2, 2023Updated 2 years ago
Alternatives and similar repositories for DSformer
Users that are interested in DSformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆60Jul 14, 2024Updated 2 years ago
- ☆61Jan 30, 2024Updated 2 years ago
- Dynamic frequency domain graph convolution for traffic prediction☆69Sep 23, 2025Updated 11 months ago
- Code for our Information Fusion paper MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction☆73Aug 11, 2024Updated 2 years ago
- Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.☆307Mar 6, 2025Updated last year
- 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.
- Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.☆427Dec 10, 2023Updated 2 years ago
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,820Dec 23, 2025Updated 8 months ago
- The main code of our proposed multi-resolution interactive transformer☆11May 16, 2025Updated last year
- Code for our SIGKDD'25 paper Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Miss…☆21Jun 17, 2025Updated last year
- Code for our SIGKDD'25 paper BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models.☆26May 26, 2025Updated last year
- This folder contains some of the data sets commonly used in the field of multivariate time series forecasting.☆11Jul 28, 2023Updated 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
- multi-objective optimization, single-objective optimization and reinforcement learning in the field of ensemble learning and time series …☆27Sep 27, 2023Updated 2 years ago
- Dynamic ensemble learning based on RL and multi-objective optimization. Deep reinforcement learning and NSGA2 are combined to realize dy…☆32Jul 28, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated 2 years ago
- Time Series Forecasting with Dynamic Graph Modeling☆16Aug 31, 2025Updated last year
- Using transformer models to do multi-step equity time series prediction.☆13Mar 4, 2021Updated 5 years ago
- The codes and data of paper "cST-ML: Continuous Spatial-Temporal Meta-Learning for Traffic Dynamics Prediction"☆10Aug 28, 2020Updated 6 years ago
- ☆33Sep 8, 2026Updated last week
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆15May 3, 2025Updated last year
- The code for "MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction"☆14Feb 7, 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
- Official implementation for "LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization"☆15Feb 9, 2026Updated 7 months 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.
- paper sharing and presentation☆13Jan 18, 2023Updated 3 years ago
- time series data, pre-training, 1d signal, fusion☆17Mar 6, 2026Updated 6 months ago
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆33Jul 13, 2024Updated 2 years ago
- Official repository of paper "Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction".☆15Nov 21, 2024Updated last year
- [ICME-2022] Official implementations of Localizing Semantic Patches for Accelerating Image Classification☆16Jul 1, 2022Updated 4 years ago
- [AAAI 2025] Official Implementation of "HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting"☆19Feb 17, 2025Updated last year
- Source code for the paper Residual Enhanced Multi-Hypergraph Neural Network (ICIP 2021).☆19Jul 8, 2021Updated 5 years ago
- Automatically exported from code.google.com/p/t3d-graphics-engine☆12Sep 10, 2021Updated 5 years ago
- [ICLR 2026] Aurora: Towards Universal Generative Multimodal Time Series Forecasting☆79Apr 29, 2026Updated 4 months 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.
- ☆20Mar 1, 2024Updated 2 years ago
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆42May 10, 2023Updated 3 years ago
- [KDD 2025] TimeCapsule☆19May 9, 2026Updated 4 months ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆27Aug 25, 2023Updated 3 years ago
- A stream-processing service for monitoring distributed clusters☆15Feb 6, 2015Updated 11 years ago
- Hypergraph convolution and attention networks research☆15Jul 31, 2024Updated 2 years ago
- 针对大模型的后门攻击☆13Jun 30, 2024Updated 2 years ago