Alternatives and similar repositories for Awesome-TimeSeries-SpatioTemporal-LM-LLM

Users that are interested in Awesome-TimeSeries-SpatioTemporal-LM-LLM are comparing it to the libraries listed below

• liaoyuhua / LLM4TS
  Large Language & Foundation Models for Time Series.
  ☆530Updated last year
• 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)"
  ☆585Updated last year
• 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.
  ☆1,492Updated last year
• xiyuanzh / awesome-llm-time-series
  tracking papers, datasets, and models of "large language model (LLM) for time series"
  ☆466Updated last year
• thuml / Large-Time-Series-Model
  Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…
  ☆707Updated 2 weeks ago
• thuml / OpenLTM
  Implementations, Pre-training Code and Datasets of Large Time-Series Models
  ☆392Updated 2 weeks ago
• DaoSword / Time-Series-Forecasting-and-Deep-Learning
  Resources about time series forecasting and deep learning.
  ☆692Updated this week
• ngruver / llmtime
  ☆789Updated 11 months ago
• lixus7 / Time-Series-Works-Conferences
  Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
  ☆909Updated 5 months ago
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆421Updated last year
• thuml / TimesNet
  About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pd…
  ☆923Updated last year
• yuqinie98 / PatchTST
  An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…
  ☆2,092Updated 11 months ago
• KimMeen / Time-LLM
  [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"
  ☆2,165Updated 9 months ago
• Thinklab-SJTU / Crossformer
  Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…
  ☆590Updated last year
• thuml / AutoTimes
  Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"
  ☆220Updated 2 weeks ago
• thuml / iTransformer
  Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)
  ☆1,735Updated 3 weeks ago
• mims-harvard / UniTS
  A unified multi-task time series model.
  ☆562Updated 10 months ago
• yyysjz1997 / Awesome-TimeSeries-SpatioTemporal-Diffusion-Model
  A survey and paper list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, re…
  ☆795Updated last week
• thuml / TimeXer
  Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)
  ☆322Updated 8 months ago
• Time-MoE / Time-MoE
  [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"
  ☆708Updated last month
• ddz16 / TSFpaper
  This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …
  ☆2,745Updated 2 weeks ago
• KimMeen / Awesome-GNN4TS
  [TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
  ☆786Updated last year
• WenjieDu / PyPOTS
  A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neur…
  ☆1,639Updated last week
• qingsongedu / awesome-AI-tutorials-surveys
  A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.
  ☆155Updated 2 years ago
• start2020 / Awesome-TimeSeries-LLM-FM
  The collection of resources about LLM for Time series tasks
  ☆147Updated last year
• qingsongedu / time-series-transformers-review
  A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
  ☆2,830Updated last year
• MAZiqing / FEDformer
  ☆741Updated last year
• cure-lab / Awesome-time-series
  A comprehensive survey on the time series domains
  ☆535Updated last year
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆538Updated 11 months ago
• WenjieDu / Awesome_Imputation
  Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute in…
  ☆350Updated this week