tracking papers, datasets, and models of "large language model (LLM) for time series"
β515Jul 26, 2024Updated last year
Alternatives and similar repositories for awesome-llm-time-series
Users that are interested in awesome-llm-time-series are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Large Language & Foundation Models for Time Series.β561Jul 30, 2024Updated last year
- [ICLR 2024] Official implementation of " π¦ Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"β2,592Oct 15, 2025Updated 5 months ago
- [IJCAI 2024] Official website for "Empowering Time Series Analysis with Large Language Models: A Survey"β142Oct 10, 2025Updated 5 months ago
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.β1,203Dec 22, 2024Updated last year
- β65Dec 12, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- An up-to-date list of time-series related papers in AI venues.β435Jun 15, 2024Updated last year
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"β645Jan 8, 2024Updated 2 years ago
- β158Mar 10, 2026Updated 2 weeks ago
- The collection of resources about LLM for Time series tasksβ151Jun 16, 2024Updated last year
- β159Jun 25, 2025Updated 9 months ago
- UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)β110Feb 24, 2024Updated 2 years ago
- The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of β¦β135Feb 23, 2025Updated last year
- β55Jul 30, 2024Updated last year
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).β373Apr 28, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- β822Aug 26, 2024Updated last year
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.β11,871Mar 15, 2026Updated 2 weeks ago
- MOMENT: A Family of Open Time-series Foundation Models, ICML'24β732Feb 10, 2026Updated last month
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.β1,600Apr 6, 2024Updated last year
- Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and subβ¦β958Mar 22, 2026Updated last week
- Chronos: Pretrained Models for Time Series Forecastingβ4,975Mar 18, 2026Updated last week
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction β¦β3,108Jan 29, 2026Updated 2 months ago
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"β259Jul 22, 2025Updated 8 months ago
- β134Jun 13, 2025Updated 9 months ago
- Simple, predictable pricing with DigitalOcean hosting β’ AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- β197Jan 14, 2025Updated last year
- Reproduction of the paper "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting"β48Jan 11, 2024Updated 2 years ago
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation moβ¦β251Sep 15, 2024Updated last year
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arβ¦β2,498Aug 12, 2024Updated last year
- A curated list of state-of-the-art papers on deep learning for universal representations of time series.β207Jun 28, 2025Updated 9 months ago
- Unified Training of Universal Time Series Forecasting Transformersβ1,452Jan 29, 2026Updated 2 months ago
- A unified multi-task time series model.β621Sep 26, 2024Updated last year
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)β951Mar 12, 2026Updated 2 weeks ago
- Resources about time series forecasting and deep learning.β776Mar 23, 2026Updated last week
- Virtual machines for every use case on DigitalOcean β’ AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- β23Feb 15, 2023Updated 3 years ago
- β22Dec 12, 2024Updated last year
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)β150Mar 14, 2025Updated last year
- [KDD 2025] Awesome Multi-modal Time Series Analysisβ121Oct 15, 2025Updated 5 months ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.β2,971Aug 8, 2024Updated last year
- Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".β275Aug 13, 2025Updated 7 months ago
- LTSM-Bundle: A Toolbox and Benchmark on Large Language Models for Time Series Forecastingβ109Sep 8, 2025Updated 6 months ago