Alternatives and similar repositories for LLMs-for-TS

Users that are interested in LLMs-for-TS are comparing it to the libraries listed below

• ForestsKing / GLAFF
  PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…
  ☆120Updated 5 months ago
• lss-1138 / SparseTSF
  [ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". …
  ☆209Updated last month
• thuml / AutoTimes
  Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"
  ☆209Updated 4 months ago
• YoZhibo / MSGNet
  MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
  ☆172Updated last year
• decisionintelligence / pathformer
  ☆223Updated 10 months ago
• thuml / SimMTM
  About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…
  ☆132Updated last year
• BennyTMT / LLMsForTimeSeries
  ☆135Updated 2 weeks ago
• usail-hkust / t-PatchGNN
  Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …
  ☆107Updated 2 months ago
• Graph-and-Geometric-Learning / TimeSeriesCCM
  Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"
  ☆50Updated 7 months ago
• decisionintelligence / DUET
  [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
  ☆143Updated last month
• SCXsunchenxi / TEST
  ☆61Updated last year
• AdityaLab / MM-TSFlib
  ☆92Updated 2 weeks ago
• USTCAGI / Awesome-Papers-Time-Series-Forecasting
  ☆28Updated 3 months ago
• VEWOXIC / TGTSF
  Official implementation of TGTSF in "Beyond Trend and Periodicity: Guiding Time Series Forecasting with Textual Cues"
  ☆43Updated 2 months ago
• thuml / OpenLTM
  Implementations, Pre-training Code and Datasets of Large Time-Series Models
  ☆357Updated this week
• ACAT-SCUT / CycleNet
  [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…
  ☆176Updated last month
• icantnamemyself / SAN
  Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
  ☆102Updated last year
• AdityaLab / Time-MMD
  ☆129Updated 5 months ago
• panzijie825 / S2IP-LLM
  Official reponsitory for "S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting"
  ☆37Updated 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).
  ☆180Updated 8 months ago
• HaoUNSW / PISA
  ☆142Updated last year
• JeremyChou28 / Awesome-irregular-incomplete-time-series
  An awesome project on irregular time series and incomplete time series
  ☆55Updated last week
• kutaytire / Retrieval-Augmented-Time-Series-Forecasting
  ☆42Updated 7 months ago
• Y-debug-sys / Diffusion-TS
  [ICLR 2024] Official Implementation of "Diffusion-TS: Interpretable Diffusion for General Time Series Generation"
  ☆317Updated 4 months ago
• start2020 / Awesome-TimeSeries-LLM-FM
  The collection of resources about LLM for Time series tasks
  ☆146Updated last year
• AdityaLab / lstprompt
  ☆52Updated 10 months ago
• ForestsKing / Awesome-Multimodal-Time-Series
  A curated list of paper, code, data, and other resources focus on multimodal time series analysis.
  ☆113Updated last month
• Frank-Wang-oss / FCSTGNN
  ☆114Updated last year
• plumprc / RTSF
  Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
  ☆84Updated last year
• weifantt / Dish-TS
  Time Series Forecasting, Distribution Shift
  ☆87Updated last year