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WenjieDu/PyPOTS

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Function __init__ has 20 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def __init__(
Severity: Major
Found in pypots/imputation/nonstationary_transformer/model.py - About 2 hrs to fix

    Function __init__ has 20 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Major
    Found in pypots/imputation/autoformer/model.py - About 2 hrs to fix

      File model.py has 270 lines of code (exceeds 250 allowed). Consider refactoring.
      Open

      """
The implementation of ModernTCN for the partially-observed time-series imputation task.

"""
      Severity: Minor
      Found in pypots/imputation/moderntcn/model.py - About 2 hrs to fix

        File model.py has 270 lines of code (exceeds 250 allowed). Consider refactoring.
        Open

        """
The implementation of Nonstationary-Transformer for the partially-observed time-series imputation task.

"""
        Severity: Minor
        Found in pypots/imputation/nonstationary_transformer/model.py - About 2 hrs to fix

          File model.py has 268 lines of code (exceeds 250 allowed). Consider refactoring.
          Open

          """
The implementation of FEDformer for the partially-observed time-series imputation task.

"""
          Severity: Minor
          Found in pypots/imputation/fedformer/model.py - About 2 hrs to fix

            Function _train_model has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
            Open

                def _train_model(
        self,
        training_loader: DataLoader,
        val_loader: DataLoader = None,
    ) -> None:
            Severity: Minor
            Found in pypots/clustering/vader/model.py - About 2 hrs 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 _train_model has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
            Open

                def _train_model(
        self,
        training_loader: DataLoader,
        val_loader: DataLoader = None,
    ) -> None:
            Severity: Minor
            Found in pypots/clustering/base.py - About 2 hrs 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 normalize_csai has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
            Open

            def normalize_csai(
    data,
    mean: list = None,
    std: list = None,
    compute_intervals: bool = False,
            Severity: Minor
            Found in pypots/imputation/csai/data.py - About 2 hrs 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

            File model.py has 267 lines of code (exceeds 250 allowed). Consider refactoring.
            Open

            """
The implementation of SCINet for the partially-observed time-series imputation task.

"""
            Severity: Minor
            Found in pypots/imputation/scinet/model.py - About 2 hrs to fix

              File layers.py has 266 lines of code (exceeds 250 allowed). Consider refactoring.
              Open

              """

"""

# Created by Wenjie Du <wenjay.du@gmail.com>
              Severity: Minor
              Found in pypots/nn/modules/raindrop/layers.py - About 2 hrs to fix

                File model.py has 266 lines of code (exceeds 250 allowed). Consider refactoring.
                Open

                """
The implementation of SCINet for the partially-observed time-series imputation task.

"""
                Severity: Minor
                Found in pypots/imputation/revinscinet/model.py - About 2 hrs to fix

                  Function __init__ has 19 arguments (exceeds 4 allowed). Consider refactoring.
                  Open

                      def __init__(
                  Severity: Major
                  Found in pypots/nn/modules/reformer/lsh_attention.py - About 2 hrs to fix

                    Function __init__ has 19 arguments (exceeds 4 allowed). Consider refactoring.
                    Open

                        def __init__(
                    Severity: Major
                    Found in pypots/imputation/informer/model.py - About 2 hrs to fix

                      Function __init__ has 19 arguments (exceeds 4 allowed). Consider refactoring.
                      Open

                          def __init__(
                      Severity: Major
                      Found in pypots/imputation/tide/model.py - About 2 hrs to fix

                        Function __init__ has 19 arguments (exceeds 4 allowed). Consider refactoring.
                        Open

                            def __init__(
                        Severity: Major
                        Found in pypots/imputation/film/model.py - About 2 hrs to fix

                          File model.py has 262 lines of code (exceeds 250 allowed). Consider refactoring.
                          Open

                          """
The implementation of Reformer for the partially-observed time-series imputation task.

"""
                          Severity: Minor
                          Found in pypots/imputation/reformer/model.py - About 2 hrs to fix

                            File model.py has 261 lines of code (exceeds 250 allowed). Consider refactoring.
                            Open

                            """
The package of the partially-observed time-series imputation model iTransformer.

"""
                            Severity: Minor
                            Found in pypots/imputation/itransformer/model.py - About 2 hrs to fix

                              File model.py has 261 lines of code (exceeds 250 allowed). Consider refactoring.
                              Open

                              """
The implementation of Crossformer for the partially-observed time-series imputation task.

"""
                              Severity: Minor
                              Found in pypots/imputation/crossformer/model.py - About 2 hrs to fix

                                File model.py has 261 lines of code (exceeds 250 allowed). Consider refactoring.
                                Open

                                """
The implementation of Pyraformer for the partially-observed time-series imputation task.

"""
                                Severity: Minor
                                Found in pypots/imputation/pyraformer/model.py - About 2 hrs to fix

                                  Function __init__ has 18 arguments (exceeds 4 allowed). Consider refactoring.
                                  Open

                                      def __init__(
                                  Severity: Major
                                  Found in pypots/imputation/timesnet/model.py - About 2 hrs to fix
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