Feature

class niaarmts.feature.Feature(data: DataFrame)

Bases: object

get_categorical_features()

Returns a list of categorical features in the dataset.

Returns:

A list of categorical feature names.

get_datetime_features()

Returns a list of datetime features in the dataset.

Returns:

A list of datetime feature names.

get_feature_stats(feature_name: str)

Provides detailed statistics for a given feature.

Parameters:

feature_name – The name of the feature to analyze.

Returns:

A dictionary with statistics about the feature.

get_feature_summary()

Provides a summary of features in the dataset, categorized by type.

Returns:

A dictionary with feature summaries.

get_numerical_features()

Returns a list of numerical features in the dataset.

Returns:

A list of numerical feature names.