META-INF.services.com.arosbio.data.transform.Transformer Maven / Gradle / Ivy

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Conformal AI package, including all data IO, transformations, machine learning models and predictor classes. Without inclusion of chemistry-dependent code.

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# Duplicates
com.arosbio.data.transform.duplicates.KeepMaxLabel
com.arosbio.data.transform.duplicates.KeepMinLabel
com.arosbio.data.transform.duplicates.KeepMeanLabel
com.arosbio.data.transform.duplicates.KeepMedianLabel
com.arosbio.data.transform.duplicates.KeepFirstRecord
com.arosbio.data.transform.duplicates.KeepLastRecord
com.arosbio.data.transform.duplicates.RemoveContradictoryRecords
com.arosbio.data.transform.duplicates.UseVoting


# Feature Selection
com.arosbio.data.transform.feature_selection.NumNonZeroSelector
com.arosbio.data.transform.feature_selection.VarianceBasedSelector
com.arosbio.data.transform.feature_selection.L1_SVC_Selector
com.arosbio.data.transform.feature_selection.L2_SVC_Selector
com.arosbio.data.transform.feature_selection.L2_SVR_Selector
com.arosbio.data.transform.feature_selection.DropMissingDataSelector


# Filters
com.arosbio.data.transform.filter.LabelRangeFilter
com.arosbio.data.transform.filter.MissingDataFilter
com.arosbio.data.transform.filter.SubSampleMajorityClass


# Format 
com.arosbio.data.transform.format.MakeDenseTransformer
com.arosbio.data.transform.format.MakeSparseTransformer


# Imputers
com.arosbio.data.transform.impute.SingleFeatureImputer


# Feature Scalers
com.arosbio.data.transform.scale.Standardizer
com.arosbio.data.transform.scale.RobustScaler
com.arosbio.data.transform.scale.MinMaxScaler
com.arosbio.data.transform.scale.ZeroMaxScaler

# Vector Scalers
com.arosbio.data.transform.scale.VectorNormalizer