Spreading has 29 functions (exceeds 20 allowed). Consider refactoring.

Open

class Spreading(object):
    """
    Directional spreading function.

    Parameters

Function mc2rfc has a Cognitive Complexity of 32 (exceeds 15 allowed). Consider refactoring.

Open

def mc2rfc(f_xy, paramv=None, paramu=None):
    """
    MC2RFC  Calculates a rainflow matrix given a Markov chain with kernel f_xy;
           f_rfc = f_xy + F_mc(f_xy).

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Function poly2str has a Cognitive Complexity of 32 (exceeds 15 allowed). Consider refactoring.

Open

def poly2str(p, variable='x'):
    """
    Return polynomial as a string.

    Parameters

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Function fit has 71 lines of code (exceeds 25 allowed). Consider refactoring.

Open

    def fit(self, y, X=None, theta0=None, beta0=None):
        """
        Member variables
      .df           : degrees of freedom for error.
      .params       : estimated model parameters

Kalman has 25 functions (exceeds 20 allowed). Consider refactoring.

Open

class Kalman(object):

    """
    Kalman filter object - updates a system state vector estimate based upon an
              observation, using a discrete Kalman filter.

_CommonProfile has 25 functions (exceeds 20 allowed). Consider refactoring.

Open

class _CommonProfile:
    def __init__(self, fit_dist, i=None, pmin=None, pmax=None, n=100, alpha=0.05, lmaxdiff=1e-5):

        self.fit_dist = fit_dist
        self.pmin = pmin

_KDE has 25 functions (exceeds 20 allowed). Consider refactoring.

Open

class _KDE(object):

    def __init__(self, data, kernel=None, xmin=None, xmax=None):
        self.dataset = data
        self.xmin = xmin

frechet_r_gen has 23 functions (exceeds 20 allowed). Consider refactoring.

Open

class frechet_r_gen(weibull_min_gen):
    """A Frechet right (or Weibull minimum) continuous random variable.

    %(before_notes)s

frechet_l_gen has 23 functions (exceeds 20 allowed). Consider refactoring.

Open

class frechet_l_gen(weibull_max_gen):
    """A Frechet left (or Weibull maximum) continuous random variable.

    %(before_notes)s

Function poly2hstr has a Cognitive Complexity of 28 (exceeds 15 allowed). Consider refactoring.

Open

def poly2hstr(p, variable='x'):
    """
    Return polynomial as a Horner represented string.

    Parameters

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TransferFunction has 22 functions (exceeds 20 allowed). Consider refactoring.

Open

class TransferFunction(object):

    '''
    Class for computing transfer functions based on linear wave theory
        of the system with input surface elevation,

Function sim_nl has 58 lines of code (exceeds 25 allowed). Consider refactoring.

Open

    def sim_nl(self, ns=None, cases=1, dt=None, iseed=None, method='random',
               fnlimit=1.4142, reltol=1e-3, g=9.81, verbose=False,
               output='timeseries'):
        """
        Simulates a Randomized 2nd order non-linear wave X(t)

Function test_exp_zdcos2t_dcos2t_exp_jw_cos_t_b_dcos2t has a Cognitive Complexity of 27 (exceeds 15 allowed). Consider refactoring.

Open

    def test_exp_zdcos2t_dcos2t_exp_jw_cos_t_b_dcos2t(self):
        x1 = 20
        y1 = 50
        z1 = 10
        beta = np.abs(np.arctan(y1/x1))

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Function findoutliers has a Cognitive Complexity of 27 (exceeds 15 allowed). Consider refactoring.

Open

def findoutliers(x, zcrit=0.0, dcrit=None, ddcrit=None, verbose=False):
    """
    Return indices to spurious points of data

    Parameters

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Function fit has a Cognitive Complexity of 27 (exceeds 15 allowed). Consider refactoring.

Open

    def fit(self, y, X=None, theta0=None, beta0=None):
        """
        Member variables
      .df           : degrees of freedom for error.
      .params       : estimated model parameters

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Cheb1d has 21 functions (exceeds 20 allowed). Consider refactoring.

Open

class Cheb1d(object):
    coeffs = None
    order = None
    a = None
    b = None

Function simcond has a Cognitive Complexity of 26 (exceeds 15 allowed). Consider refactoring.

Open

    def simcond(self, xo, method='approx', i_unknown=None):
        """
        Simulate values conditionally on observed known values

        Parameters

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Function sim has 48 lines of code (exceeds 25 allowed). Consider refactoring.

Open

    def sim(self, ns, alpha):
        """
        Simulates process with given irregularity factor and crossing spectrum

        Parameters

Function test_rind has 48 lines of code (exceeds 25 allowed). Consider refactoring.

Open

def test_rind():

    Et = 0.001946  # exact prob.
    n = 5
    Blo = -np.inf

Function characteristic has 46 lines of code (exceeds 25 allowed). Consider refactoring.

Open

    def characteristic(self, fact='Hm0', T=1200, g=9.81):
        """
        Returns spectral characteristics and their covariance

        Parameters