A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
☆1,200Dec 22, 2024Updated last year
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
Sorting:
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,597Apr 6, 2024Updated last year
- Large Language & Foundation Models for Time Series.☆559Jul 30, 2024Updated last year
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆641Jan 8, 2024Updated 2 years ago
- [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"☆2,553Oct 15, 2025Updated 4 months ago
- ☆821Aug 26, 2024Updated last year
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆368Apr 28, 2024Updated last year
- tracking papers, datasets, and models of "large language model (LLM) for time series"☆514Jul 26, 2024Updated last year
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,094Jan 29, 2026Updated last month
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆11,662Feb 23, 2026Updated 2 weeks ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆2,969Aug 8, 2024Updated last year
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…☆2,471Aug 12, 2024Updated last year
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆947Mar 2, 2026Updated last week
- [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"☆916Dec 12, 2025Updated 2 months ago
- ☆155Jun 20, 2024Updated last year
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,707Dec 23, 2025Updated 2 months ago
- Unified Training of Universal Time Series Forecasting Transformers☆1,428Jan 29, 2026Updated last month
- Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…☆938Jul 22, 2025Updated 7 months ago
- A unified multi-task time series model.☆618Sep 26, 2024Updated last year
- A survey and paper list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, re…☆948Feb 5, 2026Updated last month
- ☆193Jan 14, 2025Updated last year
- [IJCAI 2024] Official website for "Empowering Time Series Analysis with Large Language Models: A Survey"☆143Oct 10, 2025Updated 4 months ago
- Repository of Transformer based PyTorch Time Series Models☆319Nov 8, 2024Updated last year
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆213Jan 9, 2025Updated last year
- The collection of resources about LLM for Time series tasks☆151Jun 16, 2024Updated last year
- [TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)☆851Aug 9, 2024Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆271Nov 1, 2023Updated 2 years ago
- An up-to-date list of time-series related papers in AI venues.☆433Jun 15, 2024Updated last year
- Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.☆429Dec 10, 2023Updated 2 years ago
- UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)☆110Feb 24, 2024Updated 2 years ago
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆149Mar 14, 2025Updated 11 months ago
- Resources about time series forecasting and deep learning.☆772Updated this week
- A curated list of paper, code, data, and other resources focus on multimodal time series analysis.☆209Aug 27, 2025Updated 6 months ago
- Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting☆1,553Jun 6, 2025Updated 9 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆142Dec 23, 2023Updated 2 years ago
- This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).☆222Oct 7, 2024Updated last year
- PyTorch implementation of "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data" (AAAI 2025 [o…☆148Jul 15, 2025Updated 7 months ago
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆258Jul 22, 2025Updated 7 months ago
- ☆49May 29, 2023Updated 2 years ago
- ☆23Nov 3, 2022Updated 3 years ago