Official Code for "How Much Can Time-related Features Enhance Time Series Forecasting?"
☆42Jan 16, 2025Updated last year
Alternatives and similar repositories for TimeLinear
Users that are interested in TimeLinear are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆132Jul 15, 2025Updated 9 months ago
- ☆257Aug 14, 2024Updated last year
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆212Feb 11, 2024Updated 2 years ago
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆130Mar 23, 2024Updated 2 years ago
- Source code for Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers☆19May 29, 2024Updated last year
- 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.
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆16May 3, 2025Updated 11 months ago
- ☆113Jun 11, 2025Updated 10 months ago
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆145May 29, 2024Updated last year
- [AAAI 2025] Official Implementation of "HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting"☆16Feb 17, 2025Updated last year
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆107Jun 27, 2025Updated 9 months ago
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆98Dec 29, 2024Updated last year
- Official Code for "CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting"☆46Jan 6, 2025Updated last year
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆214Jul 27, 2024Updated last year
- [NeurIPS 2025] CrossAD: Time Series Anomaly Detection with Cross-scale Associations and Cross-window Modeling☆39Nov 2, 2025Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Lead…☆92Oct 28, 2024Updated last year
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- Papers for LLM and foundation models for time series analytics☆47Oct 15, 2024Updated last year
- UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model☆56Jan 9, 2024Updated 2 years ago
- ☆24Aug 21, 2025Updated 7 months ago
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆49Aug 7, 2025Updated 8 months ago
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆40Jan 8, 2025Updated last year
- [ICML 2025] Official implementation of "AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasti…☆50Jan 13, 2026Updated 3 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
- 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.
- This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…☆417Apr 2, 2024Updated 2 years ago
- [ICML 2025] Official PyTorch implementation of the paper: 🎯 TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time S…☆143Dec 17, 2025Updated 3 months ago
- [IEEE TETCI 2025] Official repository of the PETformer paper: "PETformer: Long-term Time Series Forecasting via Placeholder-enhanced Tran…☆13Dec 6, 2024Updated last year
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆226Jan 23, 2026Updated 2 months ago
- ☆10Nov 7, 2024Updated last year
- ☆80May 3, 2024Updated last year
- ☆14Jan 22, 2025Updated last year
- ☆101Jun 12, 2025Updated 10 months ago
- LCDFormer☆11Mar 27, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated last year
- ☆31Jul 1, 2024Updated last year
- ☆26Apr 28, 2024Updated last year
- ☆49Nov 27, 2025Updated 4 months ago
- ☆26Aug 19, 2024Updated last year
- ☆93Nov 22, 2024Updated last year
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆14Jan 3, 2025Updated last year