Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
This custom component for Home Assistant will add crucial features to your climate-controlling TRV (Thermostatic Radiator Valves) to save you the work of creating automations to make it smart. It combines a room-temperature sensor, window/door sensors, weather forecasts, or an ambient temperature probe to decide when it should call for heat and automatically calibrate your TRVs to fix the imprecise measurements taken in the radiator's vicinity.
An extension of XGBoost to probabilistic modelling
TimeCopilot: the GenAI Forecasting Agent. Built on LLMs and Time Series Foundation Models, it lets you forecast, cross-validate, and detect anomalies using multiple foundation models through a single API. From finance and energy to web analytics, TimeCopilot turns natural-language queries into production-ready forecasts.
Home Assistant add-on that forecasts who will be home, hour by hour, for the next 48 hours. Including estimated time of depature and arrival.
Autonomous AI trading system powered by Kronos. Forecasts markets, builds portfolios and paper-trades automatically with GitHub Actions.
A Real-time LiDAR World Model that generates, forecasts, and resimulates within a single model.