Shypd.aiThe largest open index of AI toolsLarge-Time-Series-Model is an open-source data & analytics tool that provides official code, datasets, and checkpoints for large time series models. It features Generative Pre-trained Transformers (Timer, Sundial, Timer-XL) for forecasting and analysis.
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Large-Time-Series-Model offers official code, datasets, and checkpoints for advanced time series analysis, focusing on Generative Pre-trained Transformers. It includes Timer, a pre-trained Transformer for general time series analysis, and Sundial, a family of generative time series foundation models pre-trained on a trillion time points for zero-shot probabilistic forecasting. The repository also features Timer-XL for unified time series forecasting, explicitly modeling multi-dimensional time series. Developers can use OpenLTM for fine-tuning or pre-training on custom datasets, and apply models to tasks like imputation and anomaly detection. It provides access to the Unified Time Series Datasets (UTSD) on HuggingFace, facilitating research and evaluation.
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