### Showing 31 of 46 total issues

#### Function `evaluate` has a Cognitive Complexity of 20 (exceeds 5 allowed). Consider refactoring. Open

``````    def evaluate(self, score_new):
self.score_new = score_new

if self.simplex_step != 0:
self.prev_pos = self.positions_valid[-1]``````

# 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"

#### Function `_slice_dim` has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring. Open

``````    def _slice_dim(self, search_space, para_slice, max_size):
search_space_size = get_search_space_size(search_space)

paras = list(search_space.keys())
space_dims = {}``````

# 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"

#### Function `search` has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring. Open

``````    def search(
self,
objective_function,
n_iter,
max_time=None,``````

# 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"

#### Function `decrease_ss_reso` has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring. Open

``````    def decrease_ss_reso(
self, search_space, para_list=None, min_dim_size=20, margin=5, n_samples=20
):
search_space_reso = {}
# para_list = None``````

# 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"

#### Function `_slice_search_space` has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring. Open

``````    def _slice_search_space(self, search_space, max_size):
search_space_size = get_search_space_size(search_space)

if search_space_size <= max_size:
return [search_space]``````

# 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"

#### Function `__init__` has 9 arguments (exceeds 4 allowed). Consider refactoring. Open

``    def __init__(``

#### Function `__init__` has 8 arguments (exceeds 4 allowed). Consider refactoring. Open

``    def __init__(``

#### Function `search` has 8 arguments (exceeds 4 allowed). Consider refactoring. Open

``    def search(``

#### Function `__init__` has 8 arguments (exceeds 4 allowed). Consider refactoring. Open

``    def __init__(``

#### Function `no_change` has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open

``````def no_change(score_new_list, early_stopping):
if "n_iter_no_change" not in early_stopping:
print(
"Warning n_iter_no_change-parameter must be set in order for early stopping to work"
)``````

# 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"

#### Function `get_pos_space` has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open

``````    def get_pos_space(self):
if self.max_sample_size < self.conv.search_space_size:
n_samples_array = self.get_n_samples_dims()
return self.random_choices(n_samples_array)
else:``````

# 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"

#### Function `__init__` has 7 arguments (exceeds 4 allowed). Consider refactoring. Open

``    def __init__(``

#### Function `__init__` has 7 arguments (exceeds 4 allowed). Consider refactoring. Open

``    def __init__(``

#### Function `__init__` has 7 arguments (exceeds 4 allowed). Consider refactoring. Open

``    def __init__(``

#### Function `__init__` has 7 arguments (exceeds 4 allowed). Consider refactoring. Open

``    def __init__(``

#### Function `print_info` has 7 arguments (exceeds 4 allowed). Consider refactoring. Open

``def print_info(``

#### Function `evaluate` has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open

``````    def evaluate(self, score_new):
self.score_new = score_new

self._evaluate_new2current(score_new)
self._evaluate_current2best()``````

# 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"

#### Function `__init__` has 6 arguments (exceeds 4 allowed). Consider refactoring. Open

``    def __init__(self, *args, alpha=1, gamma=2, beta=0.5, sigma=0.5, **kwargs):``

#### Function `__init__` has 6 arguments (exceeds 4 allowed). Consider refactoring. Open

``    def __init__(``
#### Function `__init__` has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
``    def __init__(``