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FL4Health

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FL4Health

Quickstart
Module Guides
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- Checkpointing
Examples
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- Basic Example
Contributing to FL4Health
API Reference
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- fl4health package
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  - fl4health.checkpointing package
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  - fl4health.client_managers package
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  - fl4health.datasets package
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    - fl4health.datasets.rxrx1 package
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      - fl4health.datasets.rxrx1.load_data module
      - fl4health.datasets.rxrx1.preprocess module
    - fl4health.datasets.skin_cancer package
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      - fl4health.datasets.skin_cancer.load_data module
      - fl4health.datasets.skin_cancer.preprocess_skin module
  - fl4health.feature_alignment package
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  - fl4health.mixins package
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    - fl4health.mixins.personalized package
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      - fl4health.mixins.personalized.ditto module
      - fl4health.mixins.personalized.utils module
    - fl4health.mixins.adaptive_drift_constrained module
    - fl4health.mixins.core_protocols module
  - fl4health.model_bases package
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  - fl4health.parameter_exchange package
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  - fl4health.preprocessing package
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    - fl4health.preprocessing.autoencoders package
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      - fl4health.preprocessing.autoencoders.dim_reduction module
      - fl4health.preprocessing.autoencoders.loss module
    - fl4health.preprocessing.pca_preprocessor module
    - fl4health.preprocessing.warmed_up_module module
  - fl4health.privacy package
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    - fl4health.privacy.fl_accountants module
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  - fl4health.servers package
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  - fl4health.strategies package
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  - fl4health.utils package
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fl4health.utils.metric_aggregation module¶