Function get_concise_params_dict
has a Cognitive Complexity of 16 (exceeds 5 allowed). Consider refactoring. Open
def get_concise_params_dict(params, split_args=False):
# TODO: Add docstring
new_params = subdict(params, drop=HH_ARG_ATTRS)
arg_vals = {}
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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 parameters_by_signature
has a Cognitive Complexity of 14 (exceeds 5 allowed). Consider refactoring. Open
def parameters_by_signature(instance, signature_filter=None):
"""Get a dict of the parameters used to create an instance of a class. This is only suited for
classes whose attributes are named according to their input parameters
Parameters
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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 get_keras_attr
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def get_keras_attr(model, attr, max_depth=3, default=sentinel_default_value):
"""Retrieve specific Keras model attributes safely across different versions of Keras
Parameters
----------
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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 keras_initializer_to_dict
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def keras_initializer_to_dict(initializer):
try:
#################### Descendants of `VarianceScaling` ####################
previous_frame = getattr(initializer, "__hh_previous_frame")
except AttributeError:
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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 reinitialize_callbacks
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def reinitialize_callbacks(callbacks):
"""Ensures the contents of `callbacks` are valid Keras callbacks
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"