def generate_parameter_combinations()

in src/smote_variants.py [0:0]

• 7 lines of code
• 4 McCabe index (conditional complexity)

    def generate_parameter_combinations(cls, dictionary, raw):
        """
        Generates reasonable paramter combinations
        Args:
            dictionary (dict): dictionary of paramter ranges
            num (int): maximum number of combinations to generate
        """
        if raw:
            return dictionary
        keys = sorted(list(dictionary.keys()))
        values = [dictionary[k] for k in keys]
        combinations = [dict(zip(keys, p)) for p in list(itertools.product(*values))]
        return combinations