Alternatives and similar repositories for TimeMixer:

Users that are interested in TimeMixer are comparing it to the libraries listed below

• decisionintelligence / TFB
  [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
  ☆428Updated this week
• thuml / Large-Time-Series-Model
  Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)
  ☆476Updated 2 weeks ago
• DAMO-DI-ML / NeurIPS2023-One-Fits-All
  The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"
  ☆503Updated last year
• thuml / TimesNet
  About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pd…
  ☆774Updated 9 months ago
• yuqinie98 / PatchTST
  An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…
  ☆1,766Updated 5 months ago
• Hank0626 / PDF
  An official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)
  ☆116Updated 8 months ago
• MAZiqing / FEDformer
  ☆677Updated last year
• ts-kim / RevIN
  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
  ☆298Updated 4 months ago
• thuml / OpenLTM
  Open-Source Implementations of Large Time-Series Models
  ☆169Updated 3 weeks ago
• thuml / AutoTimes
  Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"
  ☆143Updated last month
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆492Updated 5 months ago
• thuml / iTransformer
  Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https:…
  ☆1,418Updated 3 weeks ago
• DaoSword / Time-Series-Forecasting-and-Deep-Learning
  Resources about time series forecasting and deep learning.
  ☆610Updated this week
• GestaltCogTeam / BasicTS
  A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.
  ☆831Updated this week
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆387Updated 7 months ago
• luodhhh / ModernTCN
  This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…
  ☆242Updated 9 months ago
• Master-PLC / FreDF
  Repository for "FreDF: Learning to Forecast in the Transformed Domain"
  ☆143Updated 2 months ago
• Secilia-Cxy / SOFTS
  Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.
  ☆212Updated 2 months ago
• Thinklab-SJTU / Crossformer
  Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…
  ☆506Updated last year
• ddz16 / TSFpaper
  This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …
  ☆2,286Updated this week
• lucidrains / iTransformer
  Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group
  ☆470Updated last month
• ant-research / Pyraformer
  ☆274Updated 2 years ago
• microsoft / ProbTS
  ProbTS is a benchmarking toolkit for time series forecasting.
  ☆141Updated 3 weeks ago
• qingsongedu / Awesome-TimeSeries-SpatioTemporal-LM-LLM
  A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
  ☆981Updated last month
• liaoyuhua / LLM4TS
  Large Language & Foundation Models for Time Series.
  ☆473Updated 5 months ago
• Zeying-Gong / PatchMixer
  About Code release for "PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting"
  ☆194Updated 7 months ago
• thuml / TimeXer
  Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)
  ☆156Updated 2 months ago
• qingsongedu / awesome-AI-for-time-series-papers
  A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
  ☆1,297Updated 9 months ago
• lss-1138 / SparseTSF
  [ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". …
  ☆169Updated last month
• thuml / Autoformer
  About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…
  ☆2,052Updated last year