Welcome to anemoi-transform documentation!

Warning

This documentation is work in progress.

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.

This package provides a series of data transformation and filering functions for use by components of the Anemoi framework. Particularly for those packages which handle incoming raw data, i.e. anemoi-datasets and anemoi-inference.

• Installing

Anemoi packages

• anemoi-utils

• anemoi-transform

• anemoi-datasets

• anemoi-models

• anemoi-graphs

• anemoi-training

• anemoi-inference

• anemoi-registry

• anemoi-plugins

License

Anemoi is available under the open source Apache License.