autoprognosis.plugins.preprocessors.feature_scaling package

Submodules

• autoprognosis.plugins.preprocessors.feature_scaling.plugin_feature_normalizer module
  • FeatureNormalizerPlugin
    • FeatureNormalizerPlugin.change_output()
    • FeatureNormalizerPlugin.components_interval()
    • FeatureNormalizerPlugin.fit()
    • FeatureNormalizerPlugin.fit_predict()
    • FeatureNormalizerPlugin.fit_transform()
    • FeatureNormalizerPlugin.fqdn()
    • FeatureNormalizerPlugin.hyperparameter_space()
    • FeatureNormalizerPlugin.hyperparameter_space_fqdn()
    • FeatureNormalizerPlugin.is_fitted()
    • FeatureNormalizerPlugin.load()
    • FeatureNormalizerPlugin.name()
    • FeatureNormalizerPlugin.predict()
    • FeatureNormalizerPlugin.sample_hyperparameters()
    • FeatureNormalizerPlugin.sample_hyperparameters_fqdn()
    • FeatureNormalizerPlugin.sample_hyperparameters_np()
    • FeatureNormalizerPlugin.save()
    • FeatureNormalizerPlugin.subtype()
    • FeatureNormalizerPlugin.transform()
    • FeatureNormalizerPlugin.type()
  • plugin
• autoprognosis.plugins.preprocessors.feature_scaling.plugin_maxabs_scaler module
  • MaxAbsScalerPlugin
    • MaxAbsScalerPlugin.change_output()
    • MaxAbsScalerPlugin.components_interval()
    • MaxAbsScalerPlugin.fit()
    • MaxAbsScalerPlugin.fit_predict()
    • MaxAbsScalerPlugin.fit_transform()
    • MaxAbsScalerPlugin.fqdn()
    • MaxAbsScalerPlugin.hyperparameter_space()
    • MaxAbsScalerPlugin.hyperparameter_space_fqdn()
    • MaxAbsScalerPlugin.is_fitted()
    • MaxAbsScalerPlugin.load()
    • MaxAbsScalerPlugin.name()
    • MaxAbsScalerPlugin.predict()
    • MaxAbsScalerPlugin.sample_hyperparameters()
    • MaxAbsScalerPlugin.sample_hyperparameters_fqdn()
    • MaxAbsScalerPlugin.sample_hyperparameters_np()
    • MaxAbsScalerPlugin.save()
    • MaxAbsScalerPlugin.subtype()
    • MaxAbsScalerPlugin.transform()
    • MaxAbsScalerPlugin.type()
  • plugin
• autoprognosis.plugins.preprocessors.feature_scaling.plugin_minmax_scaler module
  • MinMaxScalerPlugin
    • MinMaxScalerPlugin.change_output()
    • MinMaxScalerPlugin.components_interval()
    • MinMaxScalerPlugin.fit()
    • MinMaxScalerPlugin.fit_predict()
    • MinMaxScalerPlugin.fit_transform()
    • MinMaxScalerPlugin.fqdn()
    • MinMaxScalerPlugin.hyperparameter_space()
    • MinMaxScalerPlugin.hyperparameter_space_fqdn()
    • MinMaxScalerPlugin.is_fitted()
    • MinMaxScalerPlugin.load()
    • MinMaxScalerPlugin.name()
    • MinMaxScalerPlugin.predict()
    • MinMaxScalerPlugin.sample_hyperparameters()
    • MinMaxScalerPlugin.sample_hyperparameters_fqdn()
    • MinMaxScalerPlugin.sample_hyperparameters_np()
    • MinMaxScalerPlugin.save()
    • MinMaxScalerPlugin.subtype()
    • MinMaxScalerPlugin.transform()
    • MinMaxScalerPlugin.type()
  • plugin
• autoprognosis.plugins.preprocessors.feature_scaling.plugin_nop module
  • NopPlugin
    • NopPlugin.change_output()
    • NopPlugin.components_interval()
    • NopPlugin.fit()
    • NopPlugin.fit_predict()
    • NopPlugin.fit_transform()
    • NopPlugin.fqdn()
    • NopPlugin.hyperparameter_space()
    • NopPlugin.hyperparameter_space_fqdn()
    • NopPlugin.is_fitted()
    • NopPlugin.load()
    • NopPlugin.name()
    • NopPlugin.predict()
    • NopPlugin.sample_hyperparameters()
    • NopPlugin.sample_hyperparameters_fqdn()
    • NopPlugin.sample_hyperparameters_np()
    • NopPlugin.save()
    • NopPlugin.subtype()
    • NopPlugin.transform()
    • NopPlugin.type()
  • plugin
• autoprognosis.plugins.preprocessors.feature_scaling.plugin_normal_transform module
  • NormalTransformPlugin
    • NormalTransformPlugin.change_output()
    • NormalTransformPlugin.components_interval()
    • NormalTransformPlugin.fit()
    • NormalTransformPlugin.fit_predict()
    • NormalTransformPlugin.fit_transform()
    • NormalTransformPlugin.fqdn()
    • NormalTransformPlugin.hyperparameter_space()
    • NormalTransformPlugin.hyperparameter_space_fqdn()
    • NormalTransformPlugin.is_fitted()
    • NormalTransformPlugin.load()
    • NormalTransformPlugin.name()
    • NormalTransformPlugin.predict()
    • NormalTransformPlugin.sample_hyperparameters()
    • NormalTransformPlugin.sample_hyperparameters_fqdn()
    • NormalTransformPlugin.sample_hyperparameters_np()
    • NormalTransformPlugin.save()
    • NormalTransformPlugin.subtype()
    • NormalTransformPlugin.transform()
    • NormalTransformPlugin.type()
  • plugin
• autoprognosis.plugins.preprocessors.feature_scaling.plugin_scaler module
  • ScalerPlugin
    • ScalerPlugin.change_output()
    • ScalerPlugin.components_interval()
    • ScalerPlugin.fit()
    • ScalerPlugin.fit_predict()
    • ScalerPlugin.fit_transform()
    • ScalerPlugin.fqdn()
    • ScalerPlugin.hyperparameter_space()
    • ScalerPlugin.hyperparameter_space_fqdn()
    • ScalerPlugin.is_fitted()
    • ScalerPlugin.load()
    • ScalerPlugin.name()
    • ScalerPlugin.predict()
    • ScalerPlugin.sample_hyperparameters()
    • ScalerPlugin.sample_hyperparameters_fqdn()
    • ScalerPlugin.sample_hyperparameters_np()
    • ScalerPlugin.save()
    • ScalerPlugin.subtype()
    • ScalerPlugin.transform()
    • ScalerPlugin.type()
  • plugin
• autoprognosis.plugins.preprocessors.feature_scaling.plugin_uniform_transform module
  • UniformTransformPlugin
    • UniformTransformPlugin.change_output()
    • UniformTransformPlugin.components_interval()
    • UniformTransformPlugin.fit()
    • UniformTransformPlugin.fit_predict()
    • UniformTransformPlugin.fit_transform()
    • UniformTransformPlugin.fqdn()
    • UniformTransformPlugin.hyperparameter_space()
    • UniformTransformPlugin.hyperparameter_space_fqdn()
    • UniformTransformPlugin.is_fitted()
    • UniformTransformPlugin.load()
    • UniformTransformPlugin.name()
    • UniformTransformPlugin.predict()
    • UniformTransformPlugin.sample_hyperparameters()
    • UniformTransformPlugin.sample_hyperparameters_fqdn()
    • UniformTransformPlugin.sample_hyperparameters_np()
    • UniformTransformPlugin.save()
    • UniformTransformPlugin.subtype()
    • UniformTransformPlugin.transform()
    • UniformTransformPlugin.type()
  • plugin