[ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.
☆94Jan 23, 2026Updated 2 months ago
Alternatives and similar repositories for TQNet
Users that are interested in TQNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆226Jan 23, 2026Updated 2 months ago
- [ICML 2025] Official implementation of "AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasti…☆50Jan 13, 2026Updated 2 months ago
- [AAAI 2026 Oral] Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline☆37Feb 5, 2026Updated 2 months ago
- ☆34Jun 19, 2025Updated 9 months ago
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆49Jul 31, 2025Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆81Feb 20, 2025Updated last year
- Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.☆279Jul 7, 2025Updated 9 months ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆12Jun 15, 2023Updated 2 years ago
- ☆43Feb 19, 2025Updated last year
- [KDD 2025 Most Influential Paper] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆264Mar 7, 2026Updated last month
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆105Jun 27, 2025Updated 9 months ago
- Accepted at WWW 25 Industrial Track (oral)☆17Jun 6, 2025Updated 10 months ago
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆28May 11, 2025Updated 10 months ago
- ☆18Oct 16, 2025Updated 5 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆40Dec 20, 2025Updated 3 months ago
- About model release for "Timer-XL: Long-Context Transformers for Unified Time Series Forecasting"☆131Jul 21, 2025Updated 8 months ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆34Nov 13, 2025Updated 4 months ago
- Code for KDD 2025 paper "FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification"☆33Jun 20, 2025Updated 9 months ago
- Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation (AAAI 2025)☆39Mar 7, 2025Updated last year
- Code for our SIGKDD'25 paper Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Miss…☆19Jun 17, 2025Updated 9 months ago
- ☆56Jun 2, 2025Updated 10 months ago
- Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (I…☆25May 6, 2025Updated 11 months ago
- ☆37Dec 25, 2024Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- The code for TFPS☆65Nov 8, 2024Updated last year
- RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks☆125Aug 16, 2024Updated last year
- [NeurIPS 2024] The repository for experiment codes for the paper: Scaling Law for Time Series Forecasting.☆20Oct 23, 2024Updated last year
- [TPAMI 2026 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …☆264Mar 4, 2026Updated last month
- ProbTS is a benchmarking toolkit for time series forecasting.☆201Mar 12, 2026Updated 3 weeks ago
- Code acompaning the paper titled "Mamba time series forecasting with uncertainty quantification"☆21Aug 8, 2025Updated 8 months ago
- ☆112Jun 11, 2025Updated 9 months ago
- "Self-Supervised Contrastive Learning for Long-term Forecasting", accepted at International Conference on Learning Representations (ICLR)…☆81Mar 28, 2024Updated 2 years ago
- ☆66Dec 30, 2025Updated 3 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆280Nov 3, 2025Updated 5 months ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆38Oct 12, 2023Updated 2 years ago
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆144May 29, 2024Updated last year
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆132Jul 15, 2025Updated 8 months ago
- ☆49May 24, 2022Updated 3 years ago
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆20Jun 9, 2025Updated 10 months ago
- 基于塔顶摄像头的能见度反算项目☆16Feb 22, 2024Updated 2 years ago