Showing 27 of 27 total issues
Avoid too many return statements within this function. Open
return GradientBoostingClassifier(random_state=seed)Avoid too many return statements within this function. Open
return LGBMClassifier(random_state=seed)Avoid too many return statements within this function. Open
return TargetEncoder()Function _init_prior has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _init_prior(dist: str, y) -> Tuple:
"""Initialize the prior distribution based on the input likelihood.
Parameters
----------- Read upRead up
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 _update_posterior has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _update_posterior(y, mask, dist, params) -> Tuple:
"""Generate the parameters for the posterior distribution.
Parameters
----------- Read upRead up
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 fit_encoder has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def fit_encoder(
data: pd.DataFrame,
metadata: Dict,
encoder,
estimator=None,- Read upRead up
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 sample has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def sample(dataset, algorithm, n_estimators, seeds):
"""Run the sampling experiment."""
for n_est in n_estimators:
for seed in seeds:
click.echo(- Read upRead up
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"