machine_learning 模块
========================

.. automodule:: habit.core.machine_learning
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工作流 (Workflows)
-------------------

工作流类封装了完整的机器学习过程，包括训练、验证和预测。

.. automodule:: habit.core.machine_learning.workflows.holdout_workflow
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.. automodule:: habit.core.machine_learning.workflows.kfold_workflow
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.. automodule:: habit.core.machine_learning.workflows.prediction_workflow
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.. automodule:: habit.core.machine_learning.base_workflow
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模型工厂 (Model Factory)
-------------------------

.. automodule:: habit.core.machine_learning.models.factory
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.. automodule:: habit.core.machine_learning.models.ensemble
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评估工具 (Evaluation)
----------------------

.. automodule:: habit.core.machine_learning.evaluation.model_evaluation
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.. automodule:: habit.core.machine_learning.evaluation.metrics
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.. automodule:: habit.core.machine_learning.workflows.comparison_workflow
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可视化 (Visualization)
-----------------------

.. automodule:: habit.core.machine_learning.visualization.plotting
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.. automodule:: habit.core.machine_learning.visualization.km_survival
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