Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
☆1,553Jun 6, 2025Updated 9 months ago
Alternatives and similar repositories for lag-llama
Users that are interested in lag-llama are comparing it to the libraries listed below
Sorting:
- Chronos: Pretrained Models for Time Series Forecasting☆4,877Feb 20, 2026Updated 2 weeks ago
- Unified Training of Universal Time Series Forecasting Transformers☆1,428Jan 29, 2026Updated last month
- [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"☆2,553Oct 15, 2025Updated 4 months ago
- TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transf…☆3,782Updated this week
- TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecast…☆9,976Feb 19, 2026Updated 2 weeks ago
- MOMENT: A Family of Open Time-series Foundation Models, ICML'24☆719Feb 10, 2026Updated 3 weeks ago
- ☆821Aug 26, 2024Updated last year
- Foundation Models for Time Series☆802Mar 2, 2026Updated last week
- Repository of Transformer based PyTorch Time Series Models☆319Nov 8, 2024Updated last year
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆11,662Feb 23, 2026Updated 2 weeks ago
- [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"☆916Dec 12, 2025Updated 2 months ago
- Scalable and user friendly neural forecasting algorithms.☆3,998Updated this week
- Probabilistic time series modeling in Python☆5,138Aug 14, 2025Updated 6 months ago
- A unified multi-task time series model.☆618Sep 26, 2024Updated last year
- 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
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆641Jan 8, 2024Updated 2 years ago
- 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
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆4,708Updated this week
- Large Language & Foundation Models for Time Series.☆559Jul 30, 2024Updated last year
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,237Feb 28, 2026Updated last week
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,005Jul 29, 2025Updated 7 months ago
- Scalable machine 🤖 learning for time series forecasting.☆1,181Updated this week
- 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
- Collection of notebooks for time series analysis☆421Feb 22, 2026Updated 2 weeks ago
- Time series forecasting with PyTorch☆4,821Updated this week
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆258Jul 22, 2025Updated 7 months ago
- Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)☆2,034Jul 17, 2025Updated 7 months ago
- A unified framework for machine learning with time series☆9,609Updated this week
- Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analy…☆6,283Feb 27, 2026Updated last week
- PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend☆1,366Jun 14, 2024Updated last year
- ☆194Feb 25, 2026Updated last week
- tracking papers, datasets, and models of "large language model (LLM) for time series"☆514Jul 26, 2024Updated last year
- Implementations, Pre-training Code and Datasets of Large Time-Series Models☆526Jul 21, 2025Updated 7 months ago
- Forecast evaluation library☆152Feb 21, 2026Updated 2 weeks ago
- Merlion: A Machine Learning Framework for Time Series Intelligence☆4,477Jun 20, 2024Updated last year
- The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of …☆131Feb 23, 2025Updated last year
- ☆193Jan 14, 2025Updated last year
- DSPy: The framework for programming—not prompting—language models☆32,519Updated this week
- Resources about time series forecasting and deep learning.☆772Updated this week