autoprognosis.plugins.preprocessors.dimensionality_reduction package

Submodules

• autoprognosis.plugins.preprocessors.dimensionality_reduction.plugin_data_cleanup module
  • DataCompressionPlugin
    • DataCompressionPlugin.change_output()
    • DataCompressionPlugin.components_interval()
    • DataCompressionPlugin.fit()
    • DataCompressionPlugin.fit_predict()
    • DataCompressionPlugin.fit_transform()
    • DataCompressionPlugin.fqdn()
    • DataCompressionPlugin.hyperparameter_space()
    • DataCompressionPlugin.hyperparameter_space_fqdn()
    • DataCompressionPlugin.is_fitted()
    • DataCompressionPlugin.load()
    • DataCompressionPlugin.name()
    • DataCompressionPlugin.predict()
    • DataCompressionPlugin.sample_hyperparameters()
    • DataCompressionPlugin.sample_hyperparameters_fqdn()
    • DataCompressionPlugin.sample_hyperparameters_np()
    • DataCompressionPlugin.save()
    • DataCompressionPlugin.subtype()
    • DataCompressionPlugin.transform()
    • DataCompressionPlugin.type()
  • plugin
• autoprognosis.plugins.preprocessors.dimensionality_reduction.plugin_fast_ica module
  • FastICAPlugin
    • FastICAPlugin.change_output()
    • FastICAPlugin.components_interval()
    • FastICAPlugin.fit()
    • FastICAPlugin.fit_predict()
    • FastICAPlugin.fit_transform()
    • FastICAPlugin.fqdn()
    • FastICAPlugin.hyperparameter_space()
    • FastICAPlugin.hyperparameter_space_fqdn()
    • FastICAPlugin.is_fitted()
    • FastICAPlugin.load()
    • FastICAPlugin.name()
    • FastICAPlugin.predict()
    • FastICAPlugin.sample_hyperparameters()
    • FastICAPlugin.sample_hyperparameters_fqdn()
    • FastICAPlugin.sample_hyperparameters_np()
    • FastICAPlugin.save()
    • FastICAPlugin.subtype()
    • FastICAPlugin.transform()
    • FastICAPlugin.type()
  • plugin
• autoprognosis.plugins.preprocessors.dimensionality_reduction.plugin_feature_agglomeration module
  • FeatureAgglomerationPlugin
    • FeatureAgglomerationPlugin.change_output()
    • FeatureAgglomerationPlugin.components_interval()
    • FeatureAgglomerationPlugin.fit()
    • FeatureAgglomerationPlugin.fit_predict()
    • FeatureAgglomerationPlugin.fit_transform()
    • FeatureAgglomerationPlugin.fqdn()
    • FeatureAgglomerationPlugin.hyperparameter_space()
    • FeatureAgglomerationPlugin.hyperparameter_space_fqdn()
    • FeatureAgglomerationPlugin.is_fitted()
    • FeatureAgglomerationPlugin.load()
    • FeatureAgglomerationPlugin.name()
    • FeatureAgglomerationPlugin.predict()
    • FeatureAgglomerationPlugin.sample_hyperparameters()
    • FeatureAgglomerationPlugin.sample_hyperparameters_fqdn()
    • FeatureAgglomerationPlugin.sample_hyperparameters_np()
    • FeatureAgglomerationPlugin.save()
    • FeatureAgglomerationPlugin.subtype()
    • FeatureAgglomerationPlugin.transform()
    • FeatureAgglomerationPlugin.type()
  • plugin
• autoprognosis.plugins.preprocessors.dimensionality_reduction.plugin_gauss_projection module
  • GaussianRandomProjectionPlugin
    • GaussianRandomProjectionPlugin.change_output()
    • GaussianRandomProjectionPlugin.components_interval()
    • GaussianRandomProjectionPlugin.fit()
    • GaussianRandomProjectionPlugin.fit_predict()
    • GaussianRandomProjectionPlugin.fit_transform()
    • GaussianRandomProjectionPlugin.fqdn()
    • GaussianRandomProjectionPlugin.hyperparameter_space()
    • GaussianRandomProjectionPlugin.hyperparameter_space_fqdn()
    • GaussianRandomProjectionPlugin.is_fitted()
    • GaussianRandomProjectionPlugin.load()
    • GaussianRandomProjectionPlugin.name()
    • GaussianRandomProjectionPlugin.predict()
    • GaussianRandomProjectionPlugin.sample_hyperparameters()
    • GaussianRandomProjectionPlugin.sample_hyperparameters_fqdn()
    • GaussianRandomProjectionPlugin.sample_hyperparameters_np()
    • GaussianRandomProjectionPlugin.save()
    • GaussianRandomProjectionPlugin.subtype()
    • GaussianRandomProjectionPlugin.transform()
    • GaussianRandomProjectionPlugin.type()
  • plugin
• autoprognosis.plugins.preprocessors.dimensionality_reduction.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.dimensionality_reduction.plugin_pca module
  • PCAPlugin
    • PCAPlugin.change_output()
    • PCAPlugin.components_interval()
    • PCAPlugin.fit()
    • PCAPlugin.fit_predict()
    • PCAPlugin.fit_transform()
    • PCAPlugin.fqdn()
    • PCAPlugin.hyperparameter_space()
    • PCAPlugin.hyperparameter_space_fqdn()
    • PCAPlugin.is_fitted()
    • PCAPlugin.load()
    • PCAPlugin.name()
    • PCAPlugin.predict()
    • PCAPlugin.sample_hyperparameters()
    • PCAPlugin.sample_hyperparameters_fqdn()
    • PCAPlugin.sample_hyperparameters_np()
    • PCAPlugin.save()
    • PCAPlugin.subtype()
    • PCAPlugin.transform()
    • PCAPlugin.type()
  • plugin
• autoprognosis.plugins.preprocessors.dimensionality_reduction.plugin_variance_threshold module
  • VarianceThresholdPlugin
    • VarianceThresholdPlugin.change_output()
    • VarianceThresholdPlugin.components_interval()
    • VarianceThresholdPlugin.fit()
    • VarianceThresholdPlugin.fit_predict()
    • VarianceThresholdPlugin.fit_transform()
    • VarianceThresholdPlugin.fqdn()
    • VarianceThresholdPlugin.hyperparameter_space()
    • VarianceThresholdPlugin.hyperparameter_space_fqdn()
    • VarianceThresholdPlugin.is_fitted()
    • VarianceThresholdPlugin.load()
    • VarianceThresholdPlugin.name()
    • VarianceThresholdPlugin.predict()
    • VarianceThresholdPlugin.sample_hyperparameters()
    • VarianceThresholdPlugin.sample_hyperparameters_fqdn()
    • VarianceThresholdPlugin.sample_hyperparameters_np()
    • VarianceThresholdPlugin.save()
    • VarianceThresholdPlugin.subtype()
    • VarianceThresholdPlugin.transform()
    • VarianceThresholdPlugin.type()
  • plugin