Search Results for "chronos"

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...

openchronos-ng is a major rework of openchronos. Compared to openchronos it has the following features: * system message bus for system<->module communication. * hardware RTC timekeeping (no more clock inaccuracy). * rework of timer and ports drivers. * implementation of a module system (drop in applications). * rework of the display routines. * rework of the menu system. The firmware code is also conceptually simpler and smaller which leaves room for more modules (applications).