[ICML 2026] SEER: Transformer-based Robust Time Series Forecasting via Automated Patch Enhancement and Replacement
☆12May 12, 2026Updated 5 months ago
Alternatives and similar repositories for SEER
Users that are interested in SEER are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation for AAAI 2026 paper: FreDN: Frequency Domain Decomposition Network for Long-term Time Series Forecasting☆15Apr 1, 2026Updated 6 months ago
- [ICML 2026] ReNF:RETHINKING THE DESIGN OF NEURAL LONG-TERM TIME SERIES FORECASTERS☆16Jul 16, 2026Updated 3 months ago
- This is code for SEMixer: Semantics Enhanced MLP-Mixer for Multiscale Mixing and Long-term Time Series Forecasting (WWW 2026). SEMixer ca…☆16Jun 26, 2026Updated 4 months ago
- [NeurIPS 2025 Spotlight] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective☆66Jan 6, 2026Updated 9 months ago
- [ICML 2026] DAG: A Dual Correlation Network for Time Series Forecasting with Exogenous Variables☆52May 15, 2026Updated 5 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official implementation of DMamba☆16Oct 12, 2026Updated 2 weeks ago
- ☆13Jan 23, 2026Updated 9 months ago
- ☆23Feb 26, 2026Updated 8 months ago
- [AAAI 2026] Official implementation of "TimeMosaic: Information-Density Guided Time Series Forecasting via Adaptive Granularity Patch and…☆81Mar 24, 2026Updated 7 months ago
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆60Jul 31, 2025Updated last year
- [AAAI 2026] Official repository of the EMAformer paper: "EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecas…☆42Dec 3, 2025Updated 10 months ago
- PhaseFormer's official implementation, compatible with TSL.☆35Mar 10, 2026Updated 7 months ago
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆89Jun 17, 2026Updated 4 months ago
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆124May 6, 2026Updated 5 months 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.
- ☆10Apr 24, 2025Updated last year
- ☆24Mar 23, 2026Updated 7 months ago
- [KDD 2026] Official implementation of "TimeDistill: Efficient Long-Term Time Series Forecasting with MLPs via Cross-Architecture Distilla…☆37Mar 22, 2026Updated 7 months ago
- [AAAI 2026 Oral] Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline☆67Apr 22, 2026Updated 6 months ago
- this is the official pytorch implementation for the paper: 2DXformer: Dual Transformers for Wind Power Forecasting with Dual Exogenous Va…☆15May 30, 2024Updated 2 years ago
- FreqCycle boosts time series forecasting by jointly modeling low-frequency patterns and enhanced mid to high frequency features through …☆22Nov 10, 2025Updated 11 months ago
- Code acompaning the paper titled "Mamba time series forecasting with uncertainty quantification"☆24Aug 8, 2025Updated last year
- ☆27Aug 19, 2024Updated 2 years ago
- [AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing☆48Jan 27, 2026Updated 9 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.
- UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model☆57Jan 9, 2024Updated 2 years ago
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆99Aug 26, 2024Updated 2 years ago
- [IJCAI 2026] A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective☆51Jan 19, 2026Updated 9 months ago
- graph viewer☆12May 7, 2026Updated 5 months ago
- DropoutTS: Sample-Adaptive Dropout for Robust Time Series Forecasting☆16Jan 29, 2026Updated 9 months ago
- [ICLR 2026] Official implementation of SciTS: Scientific Time Series Understanding and Generation with LLMs☆19Mar 3, 2026Updated 7 months ago
- 是一款基于Golang、GoFrame、Layui、MySQL等技术栈开发平台框架,拥有完善的(RBAC)权限架构和基础核心管理模块,为了缩短研发周期,系统框架集成了代码生成器,内置平台自定义研发的模板引擎,可以一键CRUD生成整个模块的全部代码,可以用户个人项目、公司项目…☆15May 19, 2022Updated 4 years ago
- [ICML'25] Diversifying Policy Behaviors via Extrinsic Behavioral Curiosity☆14Oct 28, 2025Updated last year
- SHAPformer☆16Jul 2, 2026Updated 3 months 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.
- USDT-TRC20 收款接口服务,稳定安全,地址监控,无需私钥,秒级到账. USDT收款, USDT支付, USDT回调, USDT接口, USDT监控, Crypto Payment API, Crypto Payment Gateway, TRC20 Payment …☆15Jul 29, 2024Updated 2 years ago
- Code implementation of the paper "WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting" (ICML 2025)☆31Feb 12, 2025Updated last year
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆127Jun 27, 2025Updated last year
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆36Sep 23, 2026Updated last month
- 🔬 A Researcher&Agent-Friendly Framework for Time Series Analysis. Train Any Model on Any Dataset!☆106Updated this week
- [ICLR 2026] GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables☆27Mar 10, 2026Updated 7 months ago
- KDD Cup 2022 Baidu Wind Power Forecast项目:百度风电功率预测赛 (Paddle Track 5th)☆13Jul 29, 2022Updated 4 years ago