feat(training): autoencoder 🗜️ #252
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…re into feature/autoencoder
…re into feature/autoencoder
…re into feature/autoencoder
…nemoi-core into feature/autoencoder
…xed issue in hierarchical forecaster too
JPXKQX
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Jan 23, 2026
training/src/anemoi/training/config/training/scalers/autoencoder.yaml
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Great work @icedoom888 thanks for your hard work and patience. |
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Jan 29, 2026
🤖 Automated Release PR This PR was created by `release-please` to prepare the next release. Once merged: 1. A new version tag will be created 2. A GitHub release will be published 3. The changelog will be updated Changes to be included in the next release: --- <details><summary>training: 0.9.0</summary> ## [0.9.0](training-0.8.4...training-0.9.0) (2026-01-28) ### ⚠ BREAKING CHANGES * **models,training:** multi dataset integration ### Features * Drop python 3.10 ([#795](#795)) ([ebea6d0](ebea6d0)) * **models,training:** Multi dataset integration ([f537d7f](f537d7f)) * **training:** Autoencoder 🗜️ ([#252](#252)) ([50e497b](50e497b)) ### Bug Fixes * **deps:** Workaround for failing uv dependency resolution ([#828](#828)) ([bc64bac](bc64bac)) * Set min version for azureml-mlflow ([#842](#842)) ([0f721a5](0f721a5)) </details> <details><summary>graphs: 0.8.4</summary> ## [0.8.4](graphs-0.8.3...graphs-0.8.4) (2026-01-28) ### Features * Drop python 3.10 ([#795](#795)) ([ebea6d0](ebea6d0)) * **graphs:** Introduce a new multiscale edgebuilding strategy optimizing 1-hop edges ([#694](#694)) ([2385b9d](2385b9d)) ### Bug Fixes * **graphs:** Typo in LimitedAreaNPZNodes ([#823](#823)) ([b267f42](b267f42)) * System level tests ([#812](#812)) ([a402373](a402373)) ### Documentation * Update tri_nodes.csv - refinement lvl 9 ([#807](#807)) ([2b626ca](2b626ca)) </details> <details><summary>models: 0.12.0</summary> ## [0.12.0](models-0.11.3...models-0.12.0) (2026-01-28) ### ⚠ BREAKING CHANGES * **models,training:** multi dataset integration ### Features * Drop python 3.10 ([#795](#795)) ([ebea6d0](ebea6d0)) * **models, training:** Expose row_normalize kwarg to TruncatedConnectionSchema ([#805](#805)) ([20b2da6](20b2da6)) * **models,training:** Multi dataset integration ([f537d7f](f537d7f)) * **training:** Autoencoder 🗜️ ([#252](#252)) ([50e497b](50e497b)) </details> --- > [!IMPORTANT] > Please do not change the PR title, manifest file, or any other automatically generated content in this PR unless you understand the implications. Changes here can break the release process. > >⚠️ Merging this PR will: > - Create a new release > - Trigger deployment pipelines > - Update package versions **Before merging:** - Ensure all tests pass - Review the changelog carefully - Get required approvals [Release-please documentation](https://github.com/googleapis/release-please)
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Description
Introduces Autoencoder training in Anemoi.
Type of Change
Issue Number
Closes #171
Reopens #172
Code Compatibility
Code Performance and Testing
Dependencies
Documentation
Additional Notes
📚 Documentation preview 📚: https://anemoi-training--252.org.readthedocs.build/en/252/
📚 Documentation preview 📚: https://anemoi-graphs--252.org.readthedocs.build/en/252/
📚 Documentation preview 📚: https://anemoi-models--252.org.readthedocs.build/en/252/