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median-research-group/LibMTL

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LibMTL/weighting/Nash_MTL.py

Summary

Maintainability
A
1 hr
Test Coverage

Function backward has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def backward(self, losses, **kwargs):
        self.update_weights_every = kwargs['update_weights_every']
        self.optim_niter = kwargs['optim_niter']
        self.max_norm = kwargs['max_norm']
Severity: Minor
Found in LibMTL/weighting/Nash_MTL.py - About 35 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"

Further reading

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

    def solve_optimization(self, gtg: np.array):
        self.G_param.value = gtg
        self.normalization_factor_param.value = self.normalization_factor

        alpha_t = self.prvs_alpha
Severity: Minor
Found in LibMTL/weighting/Nash_MTL.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"

Further reading

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