openclimatefix/open-source-quartz-solar-forecast

Home Assistant Open-Meteo Solar Forecast Integration

Front End repo for the Nowcasting project.

An accurate, self-learning solar production forecast for Home Assistant

GSEE: Global Solar Energy Estimator

SFML is the first fully local AI solar forecast for Home Assistant, powered by a local Attention Transformer. No external AI — such as ChatGPT, Gemini, or Grok — required. Runs entirely on your device for complete privacy.

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

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.

:earth_americas: Verification of weather and climate forecasts :earth_africa:

Stanford sky images and PV power generation dataset for solar forecasting related research and applications