mltune

Contents:

  • mltune
    • mltune package
mltune
  • mltune
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mltune

  • mltune package
    • Subpackages
      • mltune.wrappers package
        • Module contents
    • Submodules
    • mltune.base module
      • BaseModelWrapper
        • BaseModelWrapper.hyperparameters
        • BaseModelWrapper.features
        • BaseModelWrapper.model
        • BaseModelWrapper.get_model_factory()
        • BaseModelWrapper.to_json()
        • BaseModelWrapper.from_json()
        • BaseModelWrapper.fit()
        • BaseModelWrapper.predict()
        • BaseModelWrapper.autotune()
    • mltune.lightgbm module
      • LightGBMModelWrapper
        • LightGBMModelWrapper.get_model_factory()
    • mltune.plotting module
      • plot_feature_importances()
      • plot_feature_elimination_progression()
    • mltune.sklearn module
      • RandomForestModelWrapper
        • RandomForestModelWrapper.get_model_factory()
    • mltune.tuning module
      • get_feature_importance_ranking()
      • tune_model_parameters()
      • tune_without_feature_elimination()
      • tune_with_feature_elimination()
      • tune_model_parameters_and_features()
    • mltune.xgboost module
      • XGBoostModelWrapper
        • XGBoostModelWrapper.get_model_factory()
    • Module contents
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