Welcome to Anemoi’s documentation!

Anemoi is a framework for developing machine learning weather forecasting models. It comprises of components or packages for preparing training datasets, conducting ML model training and a registry for datasets and trained models. Anemoi provides tools for operational inference, including interfacing to verification software. As a framework it seeks to handle many of the complexities that meteorological organisations will share, allowing them to easily train models from existing recipes but with their own data.

Dependencies

Arrows indicate dependencies between packages. Dashed lines indicate optional dependencies.

Anemoi packages

• anemoi-datasets

• anemoi-graphs

• anemoi-inference

• anemoi-models

• anemoi-registry

• anemoi-training

• anemoi-transform

• anemoi-utils

License

Anemoi is available under the open source Apache License.