Showing 18 of 23 total issues
File module.py
has 550 lines of code (exceeds 250 allowed). Consider refactoring. Open
r"""Contain functionalities to analyze a ``torch.nn.Module``."""
from __future__ import annotations
__all__ = [
File cos_sin.py
has 364 lines of code (exceeds 250 allowed). Consider refactoring. Open
r"""Contain modules to encode scalar values with cosine and sine
representations."""
from __future__ import annotations
Function find_module_state_dict
has a Cognitive Complexity of 16 (exceeds 5 allowed). Consider refactoring. Open
def find_module_state_dict(state_dict: dict | list | tuple | set, module_keys: set) -> dict:
r"""Try to find automatically the part of the state dict related to a
module.
The user should specify the set of module's keys:
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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 general_robust_regression_loss
has 7 arguments (exceeds 4 allowed). Consider refactoring. Open
def general_robust_regression_loss(
Function create_logspace_frequency
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def create_logspace_frequency(
Function __init__
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(
Function create_rand_frequency
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def create_rand_frequency(
Function create_linspace_value_range
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def create_linspace_value_range(
Function create_linspace_frequency
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def create_linspace_frequency(
Function create_rand_value_range
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def create_rand_value_range(
Function create_logspace_value_range
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def create_logspace_value_range(
Function create_logspace_scale
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def create_logspace_scale(
Function create_linspace_scale
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def create_linspace_scale(
Function __init__
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(
Function get_named_modules
has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def get_named_modules(
module: nn.Module, depth: int = 0
) -> Generator[tuple[str, nn.Module], None, None]:
r"""Return an iterator over the modules, yielding both the name of
the module as well as the module itself.
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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 merge_size_dtype
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def merge_size_dtype(
sizes: list[torch.Size | Sequence[torch.Size] | Mapping[str, torch.Size]],
dtypes: list[torch.dtype | Sequence[torch.dtype] | Mapping[str, torch.dtype]],
) -> list[str]:
r"""Return joined string representations of the sizes and data types.
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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 find_in_features
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def find_in_features(self, module: nn.ModuleList) -> list[int]:
sizes = set()
for child in module:
with contextlib.suppress(SizeNotFoundError):
sizes.add(tuple(find_in_features(child)))
- 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 find_out_features
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def find_out_features(self, module: nn.ModuleList) -> list[int]:
sizes = set()
for child in module:
with contextlib.suppress(SizeNotFoundError):
sizes.add(tuple(find_out_features(child)))
- 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"