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SforAiDl/genrl

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genrl/agents/deep/ddpg/ddpg.py

Summary

Maintainability
A
25 mins
Test Coverage

Function _create_model has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
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    def _create_model(self) -> None:
        """Function to initialize Actor-Critic architecture

        This will create the Actor-Critic net for the agent and initialise the action noise
        """
Severity: Minor
Found in genrl/agents/deep/ddpg/ddpg.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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