Implementations, Pre-training Code and Datasets of Large Time-Series Models
☆534Mar 22, 2026Updated 2 weeks ago
Alternatives and similar repositories for OpenLTM
Users that are interested in OpenLTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…☆962Mar 22, 2026Updated 2 weeks ago
- About model release for "Timer-XL: Long-Context Transformers for Unified Time Series Forecasting"☆133Jul 21, 2025Updated 8 months ago
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆259Jul 22, 2025Updated 8 months ago
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆11,994Updated this week
- [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"☆943Mar 21, 2026Updated 2 weeks ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Unified Training of Universal Time Series Forecasting Transformers☆1,461Jan 29, 2026Updated 2 months ago
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆644Jan 8, 2024Updated 2 years ago
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,116Mar 29, 2026Updated last week
- About model release for "Sundial: A Family of Highly Capable Time Series Foundation Models" (ICML 2025 Oral)☆205Sep 12, 2025Updated 6 months ago
- See the official code and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models"☆16Aug 19, 2024Updated last year
- ☆203Mar 31, 2026Updated last week
- ☆200Jan 14, 2025Updated last year
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆132Jul 15, 2025Updated 8 months ago
- Official Code for "How Much Can Time-related Features Enhance Time Series Forecasting?"☆42Jan 16, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)☆467Nov 27, 2024Updated last year
- Papers for LLM and foundation models for time series analytics☆47Oct 15, 2024Updated last year
- MOMENT: A Family of Open Time-series Foundation Models, ICML'24☆734Feb 10, 2026Updated 2 months ago
- Foundation Models for Time Series☆834Apr 2, 2026Updated last week
- [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"☆2,601Oct 15, 2025Updated 5 months ago
- Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)☆2,066Jul 17, 2025Updated 8 months ago
- ☆23Nov 29, 2024Updated last year
- Official Code for "CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting"☆46Jan 6, 2025Updated last year
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,742Dec 23, 2025Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.☆1,207Dec 22, 2024Updated last year
- Chronos: Pretrained Models for Time Series Forecasting☆5,090Mar 18, 2026Updated 3 weeks ago
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆130Mar 23, 2024Updated 2 years ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆190Jan 3, 2025Updated last year
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆226Jan 23, 2026Updated 2 months ago
- ☆136Jun 13, 2025Updated 9 months ago
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…☆2,504Aug 12, 2024Updated last year
- PyTorch implementation of "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data" (AAAI 2025 [o…☆155Jul 15, 2025Updated 8 months ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆34Nov 13, 2025Updated 4 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This repository collects awesome representative papers and resources for "From Pre-training to Post-training: A Survey on Time Series Fou…☆33Feb 1, 2026Updated 2 months ago
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,603Apr 6, 2024Updated 2 years ago
- A curated list of paper, code, data, and other resources focus on multimodal time series analysis.☆216Aug 27, 2025Updated 7 months ago
- Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…☆556Aug 19, 2024Updated last year
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆280Nov 3, 2025Updated 5 months ago
- Resources about time series forecasting and deep learning.☆781Apr 2, 2026Updated last week
- A unified multi-task time series model.☆623Sep 26, 2024Updated last year