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alexandrebarachant/pyRiemann

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Showing 138 of 185 total issues

Function covariance_mest has 10 arguments (exceeds 4 allowed). Consider refactoring.
Open

def covariance_mest(X, m_estimator, *, init=None, tol=10e-3, n_iter_max=50,
Severity: Major
Found in pyriemann/utils/covariance.py - About 1 hr to fix

    Function _fit_single has 9 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def _fit_single(X, y=None, n_clusters=2, init='random', random_state=None,
    Severity: Major
    Found in pyriemann/clustering.py - About 1 hr to fix

      Function plot_potato_2D has 9 arguments (exceeds 4 allowed). Consider refactoring.
      Open

      def plot_potato_2D(ax, cax, X, Y, p_zscores, p_center, covs, p_colors, clabel):
      Severity: Major
      Found in examples/artifacts/plot_detect_riemannian_potato_EEG.py - About 1 hr to fix

        Function get_results has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
        Open

        def get_results(X, y, all_ppl):
    results = []
    le = LabelEncoder()
    y_ = le.fit_transform(y)
    cv = StratifiedKFold(5, shuffle=True, random_state=42)
        Severity: Minor
        Found in examples/motor-imagery/helpers/coherence_helpers.py - About 1 hr 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 make_classification_transfer has 8 arguments (exceeds 4 allowed). Consider refactoring.
        Open

        def make_classification_transfer(n_matrices, class_sep=3.0, class_disp=1.0,
        Severity: Major
        Found in pyriemann/datasets/simulated.py - About 1 hr to fix

          Function make_matrices has 8 arguments (exceeds 4 allowed). Consider refactoring.
          Open

          def make_matrices(n_matrices, n_dim, kind, rs=None, return_params=False,
          Severity: Major
          Found in pyriemann/datasets/simulated.py - About 1 hr to fix

            Function _run_minimization has 8 arguments (exceeds 4 allowed). Consider refactoring.
            Open

            def _run_minimization(Q_ini, M_source, M_target, weights=None, metric='euclid',
            Severity: Major
            Found in pyriemann/transfer/_rotate.py - About 1 hr to fix

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

                  def __init__(self, n_clusters=2, max_iter=100, metric="riemann",
              Severity: Major
              Found in pyriemann/clustering.py - About 1 hr to fix

                Function _get_filtered_cov has 8 arguments (exceeds 4 allowed). Consider refactoring.
                Open

                def _get_filtered_cov(raw, picks, event_id, fmin, fmax, tmin, tmax, verbose):
                Severity: Major
                Found in examples/motor-imagery/helpers/frequencybandselection_helpers.py - About 1 hr to fix

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

                  def _run_minimization(Q_ini, M_source, M_target, weights=None, metric='euclid',
                      tol_step=1e-9, maxiter=10_000, maxiter_linesearch=32):

    Q_1 = Q_ini
                  Severity: Minor
                  Found in pyriemann/transfer/_rotate.py - About 55 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 fit has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
                  Open

                      def fit(self, X, y=None):
        """Fit (estimates) the clusters.

        Parameters
        ----------
                  Severity: Minor
                  Found in pyriemann/clustering.py - About 55 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 mean_riemann has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
                  Open

                  def mean_riemann(X=None, tol=10e-9, maxiter=50, init=None, sample_weight=None,
                 covmats=None):
    r"""Mean of SPD/HPD matrices according to the Riemannian metric.

    The affine-invariant Riemannian mean minimizes the sum of squared
                  Severity: Minor
                  Found in pyriemann/utils/mean.py - About 55 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 make_node has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
                  Open

                      def make_node(self, name, issue_no, config, options=None):
        name_map = {"pr": "pull", "issue": "issues", "commit": "commit"}
        options = options or {}
        repo_match = self.EXTERNAL_REPO_REGEX.match(issue_no)
        if repo_match:  # External repo
                  Severity: Minor
                  Found in doc/sphinxext/sphinx_issues.py - About 55 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 7 arguments (exceeds 4 allowed). Consider refactoring.
                  Open

                      def __call__(
                  Severity: Major
                  Found in doc/sphinxext/sphinx_issues.py - About 50 mins to fix

                    Function _slice_sampling has 7 arguments (exceeds 4 allowed). Consider refactoring.
                    Open

                    def _slice_sampling(ptarget, n_samples, x0, n_burnin=20, thin=10,
                    Severity: Major
                    Found in pyriemann/datasets/sampling.py - About 50 mins to fix

                      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,
                      Severity: Major
                      Found in pyriemann/spatialfilters.py - About 50 mins to fix

                        Function maskedmean_riemann has 7 arguments (exceeds 4 allowed). Consider refactoring.
                        Open

                        def maskedmean_riemann(X=None, masks=None, tol=10e-9, maxiter=100, init=None,
                        Severity: Major
                        Found in pyriemann/utils/mean.py - About 50 mins to fix

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

                              def __init__(self, n_potatoes=1, p_threshold=0.01, z_threshold=3,
                          Severity: Major
                          Found in pyriemann/clustering.py - About 50 mins to fix

                            Function median_riemann has 7 arguments (exceeds 4 allowed). Consider refactoring.
                            Open

                            def median_riemann(X, *, tol=10e-6, maxiter=50, init=None, weights=None,
                            Severity: Major
                            Found in pyriemann/utils/median.py - About 50 mins to fix

                              Function cve_role has 7 arguments (exceeds 4 allowed). Consider refactoring.
                              Open

                              def cve_role(name, rawtext, text, lineno, inliner, options=None, content=None):
                              Severity: Major
                              Found in doc/sphinxext/sphinx_issues.py - About 50 mins to fix
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