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Function in_credible_region has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def in_credible_region(self, points, level=0.95, modelparam_slice=None, method='hpd-hull', tol=0.0001):
        """
        Decides whether each of the points lie within a credible region
        of the current distribution.
Severity: Minor
Found in src/qinfer/distributions.py - About 35 mins to fix

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 simulate_experiment has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def simulate_experiment(self, modelparams, expparams, repeat=1, split_by_modelparams=True):
        """
        Simulates the underlying (serial) model using the parallel 
        engines. Returns what the serial model would return, see
        :attr:`~Simulatable.simulate_experiment`
Severity: Minor
Found in src/qinfer/parallel.py - About 35 mins to fix

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 reset has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def reset(self, n_particles=None, only_params=None, reset_weights=True):
        """
        Causes all particle locations and weights to be drawn fresh from the
        initial prior.
Severity: Minor
Found in src/qinfer/smc.py - About 35 mins to fix

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 a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def __init__(self, *args, **kwargs):
        SMCUpdater.__init__(self, *args, **{
            key: kwargs[key] for key in kwargs
            if key in [
                'resampler_a', 'resampler', 'resample_thresh', 'model',
Severity: Minor
Found in src/qinfer/smc.py - About 35 mins to fix

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 resample has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def resample(self):
        """
        Forces the updater to perform a resampling step immediately.
        """
Severity: Minor
Found in src/qinfer/smc.py - About 35 mins to fix

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 est_update_covariance has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def est_update_covariance(self, modelparams):
        """
        Returns the covariance of the gaussian noise process for one 
        unit step. In the case where the covariance is being learned,
        the expected covariance matrix is returned.
Severity: Minor
Found in src/qinfer/derived_models.py - About 35 mins to fix

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 test_in_domain has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def test_in_domain(self):
        """
        Tests that good_values are in the domain and bad_values are not.
        (self.values is tested elsewhere)
        """
Severity: Minor
Found in src/qinfer/tests/base_test.py - About 25 mins to fix

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 __call__ has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def __call__(self):
        idx_iter = 0
        while idx_iter < self._maxiters:
                
            x, xp = self._updater.sample(n=2)[:, np.newaxis, :]
Severity: Minor
Found in src/qinfer/expdesign.py - About 25 mins to fix

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 load_data_or_txt has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def load_data_or_txt(data, dtype):
    if isinstance(data, np.ndarray):
        return data
    elif pd is not None and isinstance(data, pd.DataFrame):
        return data.to_records(index=False)
Severity: Minor
Found in src/qinfer/simple_est.py - About 25 mins to fix

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 simulate_experiment has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def simulate_experiment(self, modelparams, expparams, repeat=1):
        # Call the superclass simulate_experiment, not recording the result.
        # This is used to count simulation calls.
        super(FiniteOutcomeModel, self).simulate_experiment(modelparams, expparams, repeat)
Severity: Minor
Found in src/qinfer/abstract_model.py - About 25 mins to fix

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 fisher_information has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def fisher_information(self, modelparams, expparams):
        """
        Returns the covariance of the score taken over possible outcomes,
        known as the Fisher information.
Severity: Minor
Found in src/qinfer/abstract_model.py - About 25 mins to fix

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 data_to_params has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def data_to_params(data,
        expparams_dtype,
        col_outcomes=(0, 'counts'),
        cols_expparams=None
    ):
Severity: Minor
Found in src/qinfer/simple_est.py - About 25 mins to fix

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 plot_rebit_prior has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def plot_rebit_prior(prior, rebit_axes=REBIT_AXES,
        n_samples=2000, true_state=None, true_size=250,
        force_mean=None,
        legend=True,
        mean_color_index=2
Severity: Minor
Found in src/qinfer/tomography/plotting_tools.py - About 25 mins to fix

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

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