File spatialfilters.py has 642 lines of code (exceeds 250 allowed). Consider refactoring. Open
"""Spatial filtering function."""
import warnings
import numpy as np
from scipy.linalg import eigh, invFunction fit has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring. Open
def fit(self, X, y):
"""Train CSP spatial filters.
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 has a Cognitive Complexity of 16 (exceeds 5 allowed). Consider refactoring. Open
def fit(self, X, y=None):
"""Fit.
Compute and diagonalize cospectra, to estimate forward and backward
spatial filters.- 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 __init__ has 7 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self, window=128, overlap=0.5, fmin=None, fmax=None, fs=None,Function inverse_transform has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def inverse_transform(self, X, supp=None):
"""Transform source space to channel space.
Transform source space to channel space, applying backward spatial
filters, with the possibility to suppress some sources, like in BSS- 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 transform has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def transform(self, X):
"""Apply spatial filters.
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"