thuml / SundialLinks
About model release for "Sundial: A Family of Highly Capable Time Series Foundation Models" (ICML 2025 Oral)
☆112Updated last month
Alternatives and similar repositories for Sundial
Users that are interested in Sundial are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data" (AAAI 2025 [o…☆110Updated last month
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆229Updated last month
- ☆105Updated 2 months ago
- ☆143Updated 2 months ago
- [AAAI 2025] Official Implementation of "Auto-Regressive Moving Diffusion Models for Time Series Forecasting"☆93Updated 6 months ago
- Official implementation of TGTSF in "Beyond Trend and Periodicity: Guiding Time Series Forecasting with Textual Cues"☆45Updated 4 months ago
- ProbTS is a benchmarking toolkit for time series forecasting.☆184Updated 3 weeks ago
- [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆176Updated 2 months ago
- UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)☆100Updated last year
- [ICML2024] Official repo for paper "Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning"☆75Updated 4 months ago
- ☆146Updated 7 months ago
- ☆53Updated last year
- Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"☆71Updated 10 months ago
- [ICML 2025] Official PyTorch implementation of the paper: TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Seri…☆95Updated last month
- Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"☆198Updated 7 months ago
- [ICML 2024 Oral & TPAMI] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Param…☆217Updated last week
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆191Updated last year
- Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …☆114Updated 4 months ago
- The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of …☆116Updated 6 months ago
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆190Updated 3 months ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆124Updated last month
- ☆146Updated last year
- Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Fo…☆175Updated 2 months ago
- This repository is for the paper entitled: From News to Forecast: Integrating Event Analysis in LLM-based Time Series Forecasting with Re…☆131Updated 10 months ago
- FITS: Frequency Interpolation Time Series Analysis Baseline☆206Updated 2 months ago
- The collection of resources about LLM for Time series tasks☆148Updated last year
- Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".☆243Updated 2 weeks ago
- This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).☆193Updated 10 months ago
- About model release for "Timer-XL: Long-Context Transformers for Unified Time Series Forecasting"☆84Updated last month
- ☆40Updated last week