Preprocessing plugins
=========================

.. toctree::
    :glob:
    :maxdepth: 2

    Data cleanup <generated/autoprognosis.plugins.preprocessors.dimensionality_reduction.plugin_data_cleanup.rst>
    FastICA <generated/autoprognosis.plugins.preprocessors.dimensionality_reduction.plugin_fast_ica.rst>
    Feature agglomeration <generated/autoprognosis.plugins.preprocessors.dimensionality_reduction.plugin_feature_agglomeration.rst>
    Gaussian Projection <generated/autoprognosis.plugins.preprocessors.dimensionality_reduction.plugin_gauss_projection.rst>
    PCA <generated/autoprognosis.plugins.preprocessors.dimensionality_reduction.plugin_pca.rst>
    Variance threshold <generated/autoprognosis.plugins.preprocessors.dimensionality_reduction.plugin_variance_threshold.rst>
    Feature normalizer <generated/autoprognosis.plugins.preprocessors.feature_scaling.plugin_feature_normalizer.rst>
    MaxAbs scaler <generated/autoprognosis.plugins.preprocessors.feature_scaling.plugin_maxabs_scaler.rst>
    MinMax scaler <generated/autoprognosis.plugins.preprocessors.feature_scaling.plugin_minmax_scaler.rst>
    Standard scaler <generated/autoprognosis.plugins.preprocessors.feature_scaling.plugin_scaler.rst>
    Normal transform <generated/autoprognosis.plugins.preprocessors.feature_scaling.plugin_normal_transform.rst>
    Uniform transform <generated/autoprognosis.plugins.preprocessors.feature_scaling.plugin_uniform_transform.rst>