paralytics package

Submodules

Functions

force_context_manager(cls)

Prevents user from calling objects of decorated classes without using the with statement.

Classes

CorrelationReducer([thresh, method])	Removes correlated columns exceeding the thresh value.
Discretizer([method, formula, max_bins, …])	Discretizes variables in a given data set.
NothingSelectedWarning	Warning used to notify user that nothing has been selected.
PandasFeatureUnion(transformer_list[, …])	Concatenates results of multiple pandas.DataFrame transformers.
TargetEncoder([columns, nan_as_category, …])	Encodes categorical features with the corresponding target value.
UniqueValuesError	Exception class to raise if number of unique values is not matching the required threshold.
VIFSelector([thresh, impute, impute_method, …])	Makes feature selection based on Variance Inflation Factor.