Local, short-term weather forecasting specifically for paragliding safety, using solely weather station data from Zephyr.
Work in progress: This proof of concept aims to develop an early warning system to alert paragliders of approaching dangerous conditions.
This project uses poetry, ensure this is installed.
poetry install
poetry run keyring set zephyr_api_key zephyrcast
First train the model on all of the downloaded data:
poetry run zcast fetch
poetry run zcast prepare
poetry run zcast train
Predict on downloaded dataset:
poetry run zcast predict --date "2025-02-15 12:30:00"
See help for more details on the available commands:
poetry run zcast --help
- zephyr-model repo - Used for initial experimentation and as an example how to use Zephyr API and data.
- zephyr repo - Implementation details on Zephyr API.e