This is the Linux app named Chronos Forecasting whose latest release can be downloaded as 1.5.3sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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Chronos Forecasting
DESCRIPTION
Chronos is a family of pretrained time series forecasting models based on language model architectures. A time series is transformed into a sequence of tokens via scaling and quantization, and a language model is trained on these tokens using the cross-entropy loss. Once trained, probabilistic forecasts are obtained by sampling multiple future trajectories given the historical context. Chronos models have been trained on a large corpus of publicly available time series data, as well as synthetic data generated using Gaussian processes.
Features
- The models in this repository are based on the T5 architecture
- Documentation available
- Zero-Shot Results
- The recommended way of using Chronos for production use cases is through AutoGluon
- Forecasting
- Examples available
- Pretraining, fine-tuning and evaluation
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/chronos-forecasting.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
