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HunterMcGushion/hyperparameter_hunter

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hyperparameter_hunter/space/dimensions.py

Summary

Maintainability
A
2 hrs
Test Coverage

Dimension has 21 functions (exceeds 20 allowed). Consider refactoring.
Open

class Dimension(ABC):
    prior = None  # Prevent plotting from breaking on `Integer`, which has no `prior`

    def __init__(self, **kwargs):
        """Abstract base class for hyperparameter search space dimensions
Severity: Minor
Found in hyperparameter_hunter/space/dimensions.py - About 2 hrs to fix

    Function _make_transformer has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
    Open

        def _make_transformer(self) -> Transformer:
        """Build a `Transformer` to transform and inverse-transform samples in the space

        Returns
        -------
    Severity: Minor
    Found in hyperparameter_hunter/space/dimensions.py - About 45 mins to fix

    Cognitive Complexity

    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

    A method's cognitive complexity is based on a few simple rules:

    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
    • Code is considered more complex for each "break in the linear flow of the code"
    • Code is considered more complex when "flow breaking structures are nested"

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