feat(config)!: Improved configuration and data structures #79
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…and-data-structures
for more information, see https://pre-commit.ci
…https://github.com/ecmwf/anemoi-core into 1-feature-improved-configuration-and-data-structures
JPXKQX
reviewed
Feb 6, 2025
| "Allow nans in the loss and apply methods ignoring nans for measuring the loss." | ||
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| class HuberLossschema(BaseLossSchema): |
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| class HuberLossschema(BaseLossSchema): | |
| class HuberLossSchema(BaseLossSchema): |
| loss_weights: Any | ||
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| LossSchemas = BaseLossSchema | HuberLossschema | WeightedMSELossLimitedAreaSchema | CombinedLossSchema |
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| LossSchemas = BaseLossSchema | HuberLossschema | WeightedMSELossLimitedAreaSchema | CombinedLossSchema | |
| LossSchemas = BaseLossSchema | HuberLossSchema | WeightedMSELossLimitedAreaSchema | CombinedLossSchema |
…https://github.com/ecmwf/anemoi-core into 1-feature-improved-configuration-and-data-structures
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Currently, the configurations are passed via hydra from yaml files. This PR adds structured configs (or schemas) and basic config validation via Pydantic base models.
Some advantageous are:
Main changes are:
Anemoi-training config validate --name debug.yamlToDo:
📚 Documentation preview 📚: https://anemoi-training--79.org.readthedocs.build/en/79/
📚 Documentation preview 📚: https://anemoi-graphs--79.org.readthedocs.build/en/79/
📚 Documentation preview 📚: https://anemoi-models--79.org.readthedocs.build/en/79/