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SforAiDl/genrl

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genrl/agents/bandits/contextual/common/base_model.py

Summary

Maintainability
A
1 hr
Test Coverage

Function _compute_loss has 5 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def _compute_loss(
Severity: Minor
Found in genrl/agents/bandits/contextual/common/base_model.py - About 35 mins to fix

    Function train_model has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
    Open

        def train_model(self, db: TransitionDB, epochs: int, batch_size: int):
        """Trains the network on a given database for given epochs and batch_size.

        Args:
            db (TransitionDB): The database of transitions to train on.
    Severity: Minor
    Found in genrl/agents/bandits/contextual/common/base_model.py - About 25 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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