Alternatives and similar repositories for LLM4TS:

Users that are interested in LLM4TS are comparing it to the libraries listed below

• 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.
  ☆1,022Updated 3 months 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)"
  ☆538Updated last year
• xiyuanzh / awesome-llm-time-series
  tracking papers, datasets, and models of "large language model (LLM) for time series"
  ☆399Updated 8 months ago
• thuml / OpenLTM
  Open Implementations of Large Time-Series Models
  ☆239Updated 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)
  ☆557Updated 2 weeks ago
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆405Updated 9 months ago
• thuml / AutoTimes
  Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"
  ☆167Updated last month
• DaoSword / Time-Series-Forecasting-and-Deep-Learning
  Resources about time series forecasting and deep learning.
  ☆633Updated last week
• ngruver / llmtime
  ☆752Updated 7 months ago
• KimMeen / Time-LLM
  [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"
  ☆1,876Updated 4 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.
  ☆1,351Updated 11 months ago
• qianlima-lab / time-series-ptms
  This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).
  ☆172Updated 5 months ago
• Secilia-Cxy / SOFTS
  Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.
  ☆225Updated 4 months ago
• mims-harvard / UniTS
  A unified multi-task time series model.
  ☆516Updated 6 months ago
• moment-timeseries-foundation-model / moment
  MOMENT: A Family of Open Time-series Foundation Models
  ☆474Updated last week
• qingsongedu / Awesome-SSL4TS
  A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).
  ☆315Updated 10 months ago
• HaoUNSW / PISA
  ☆130Updated 9 months ago
• Time-MoE / Time-MoE
  [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"
  ☆507Updated last week
• yuqinie98 / PatchTST
  An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…
  ☆1,842Updated 7 months ago
• kashif / pytorch-transformer-ts
  Repository of Transformer based PyTorch Time Series Models
  ☆303Updated 4 months ago
• DC-research / TEMPO
  The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of …
  ☆101Updated last month
• lixus7 / Time-Series-Works-Conferences
  Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
  ☆882Updated 3 weeks ago
• start2020 / Awesome-TimeSeries-LLM-FM
  The collection of resources about LLM for Time series tasks
  ☆138Updated 9 months ago
• ts-kim / RevIN
  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
  ☆328Updated 6 months ago
• thuml / TimeXer
  Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)
  ☆209Updated 4 months ago
• SalesforceAIResearch / uni2ts
  Unified Training of Universal Time Series Forecasting Transformers
  ☆1,065Updated last month
• Thinklab-SJTU / Crossformer
  Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…
  ☆537Updated last year
• cure-lab / Awesome-time-series
  A comprehensive survey on the time series domains
  ☆522Updated last year
• thuml / iTransformer
  Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https:…
  ☆1,535Updated 2 weeks ago
• ibm-granite / granite-tsfm
  Foundation Models for Time Series
  ☆533Updated this week