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Showing 455 of 455 total issues

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

    def __init__(
Severity: Major
Found in pypots/imputation/tcn/core.py - About 1 hr to fix

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

        def __init__(
    Severity: Major
    Found in pypots/imputation/base.py - About 1 hr to fix

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

      def sample_factor_x_partial(tau_sparse_tensor, tau_ind, time_lags, U, V, X, A, Lambda_x, back_step):
    """Sampling T-by-R factor matrix X."""

    dim3, rank = X.shape
    tmax = np.max(time_lags)
      Severity: Minor
      Found in pypots/forecasting/bttf/core.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 forward has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
      Open

          def forward(self, z, pred_len=1):
        # z:       B L E, koopman invariance space representation
        # z_rec:   B L E, reconstructed representation
        # z_pred:  B S E, forecasting representation
        B, input_len, E = z.shape
      Severity: Minor
      Found in pypots/nn/modules/koopa/layers.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 __init__ has 7 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def __init__(
      Severity: Major
      Found in pypots/nn/modules/tcn/layers.py - About 50 mins to fix

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

            def __init__(
        Severity: Major
        Found in pypots/nn/modules/moderntcn/layers.py - About 50 mins to fix

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

              def __init__(
          Severity: Major
          Found in pypots/nn/modules/stemgnn/backbone.py - About 50 mins to fix

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

                def __init__(
            Severity: Major
            Found in pypots/nn/modules/transformer/embedding.py - About 50 mins to fix

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

                  def __init__(
              Severity: Major
              Found in pypots/nn/modules/autoformer/layers.py - About 50 mins to fix

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

                    def __init__(
                Severity: Major
                Found in pypots/optim/rmsprop.py - About 50 mins to fix

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

                      def __init__(
                  Severity: Major
                  Found in pypots/nn/modules/scinet/layers.py - About 50 mins to fix

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

                        def __init__(self, in_planes, num_levels, kernel_size, dropout, groups, hidden_size, INN):
                    Severity: Major
                    Found in pypots/nn/modules/scinet/layers.py - About 50 mins to fix

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

                      def _BTTF_partial(sparse_tensor, init, rank, time_lags, gibbs_iter, multi_step=1, gamma=10):
                      Severity: Major
                      Found in pypots/forecasting/bttf/core.py - About 50 mins to fix

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

                            def __init__(self, k=3, alpha=64, L=0, c=1, base="legendre", initializer=None, **kwargs):
                        Severity: Major
                        Found in pypots/nn/modules/fedformer/layers.py - About 50 mins to fix

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

                              def __init__(
                          Severity: Major
                          Found in pypots/nn/modules/vader/backbone.py - About 50 mins to fix

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

                                def __init__(self, in_planes, current_level, kernel_size, dropout, groups, hidden_size, INN):
                            Severity: Major
                            Found in pypots/nn/modules/scinet/layers.py - About 50 mins to fix

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

                                  def __init__(
                              Severity: Major
                              Found in pypots/nn/modules/fedformer/layers.py - About 50 mins to fix

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

                                    def __init__(
                                Severity: Major
                                Found in pypots/nn/modules/timesnet/backbone.py - About 50 mins to fix

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

                                      def __init__(
                                  Severity: Major
                                  Found in pypots/optim/adagrad.py - About 50 mins to fix

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

                                        def __init__(
                                    Severity: Major
                                    Found in pypots/nn/modules/csdi/layers.py - About 50 mins to fix
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