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Function edge_label_prediction_evaluation has 22 arguments (exceeds 4 allowed). Consider refactoring.
Open

def edge_label_prediction_evaluation(
Severity: Major
Found in embiggen/edge_label_prediction/edge_label_prediction_evaluation.py - About 2 hrs to fix

    Function __init__ has 22 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Major
    Found in embiggen/embedders/ensmallen_embedders/walklets_cbow.py - About 2 hrs to fix

      Function __init__ has 22 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def __init__(
      Severity: Major
      Found in embiggen/embedders/ensmallen_embedders/walklets_skipgram.py - About 2 hrs to fix

        Function __init__ has 22 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def __init__(
        Severity: Major
        Found in embiggen/edge_prediction/edge_prediction_sklearn/extra_trees_edge_prediction.py - About 2 hrs to fix

          Function evaluate has 22 arguments (exceeds 4 allowed). Consider refactoring.
          Open

              def evaluate(
          Severity: Major
          Found in embiggen/utils/abstract_models/abstract_classifier_model.py - About 2 hrs to fix

            Function __init__ has 22 arguments (exceeds 4 allowed). Consider refactoring.
            Open

                def __init__(
            Severity: Major
            Found in embiggen/edge_prediction/edge_prediction_sklearn/logistic_regression_cv_edge_prediction.py - About 2 hrs to fix

              Function __init__ has 22 arguments (exceeds 4 allowed). Consider refactoring.
              Open

                  def __init__(
              Severity: Major
              Found in embiggen/edge_prediction/edge_prediction_sklearn/random_forest_edge_prediction.py - About 2 hrs to fix

                Function __init__ has 21 arguments (exceeds 4 allowed). Consider refactoring.
                Open

                    def __init__(
                Severity: Major
                Found in embiggen/embedders/ensmallen_embedders/deepwalk_skipgram.py - About 2 hrs to fix

                  Function __init__ has 21 arguments (exceeds 4 allowed). Consider refactoring.
                  Open

                      def __init__(
                  Severity: Major
                  Found in embiggen/edge_label_prediction/edge_label_prediction_lightgbm/lgbm_edge_label_prediction.py - About 2 hrs to fix

                    Function __init__ has 21 arguments (exceeds 4 allowed). Consider refactoring.
                    Open

                        def __init__(
                    Severity: Major
                    Found in embiggen/embedders/ensmallen_embedders/deepwalk_cbow.py - About 2 hrs to fix

                      Function _evaluate has 21 arguments (exceeds 4 allowed). Consider refactoring.
                      Open

                          def _evaluate(
                      Severity: Major
                      Found in embiggen/edge_prediction/edge_prediction_model.py - About 2 hrs to fix

                        Function __init__ has 21 arguments (exceeds 4 allowed). Consider refactoring.
                        Open

                            def __init__(
                        Severity: Major
                        Found in embiggen/node_label_prediction/node_label_prediction_tensorflow/gnn.py - About 2 hrs to fix

                          Function __init__ has a Cognitive Complexity of 19 (exceeds 5 allowed). Consider refactoring.
                          Open

                              def __init__(
        self,
        embedding_method_name: str,
        node_embeddings: Optional[Union[pd.DataFrame, np.ndarray, List[Union[pd.DataFrame, np.ndarray]]]] = None,
        edge_embeddings: Optional[Union[pd.DataFrame, np.ndarray, List[Union[pd.DataFrame, np.ndarray]]]] = None,
                          Severity: Minor
                          Found in embiggen/utils/abstract_models/embedding_result.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 edge_label_prediction_model.py has 272 lines of code (exceeds 250 allowed). Consider refactoring.
                          Open

                          """Module providing abstract edge label prediction model."""
from typing import Optional, Union, List, Dict, Any, Tuple
import pandas as pd
import numpy as np
from ensmallen import Graph
                          Severity: Minor
                          Found in embiggen/edge_label_prediction/edge_label_prediction_model.py - About 2 hrs to fix

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

                                def _plot_types(
                            Severity: Major
                            Found in embiggen/visualizations/graph_visualizer.py - About 2 hrs to fix

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

                                  def __init__(
                              Severity: Major
                              Found in embiggen/edge_label_prediction/edge_label_prediction_sklearn/random_forest_edge_label_prediction.py - About 2 hrs to fix

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

                                    def __init__(
                                Severity: Major
                                Found in embiggen/edge_label_prediction/edge_label_prediction_sklearn/extra_trees_edge_label_prediction.py - About 2 hrs to fix

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

                                      def __init__(
                                  Severity: Major
                                  Found in embiggen/embedders/ensmallen_embedders/node2vec_glove.py - About 2 hrs to fix

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

                                        def _plot_scatter(
                                    Severity: Major
                                    Found in embiggen/visualizations/graph_visualizer.py - About 2 hrs to fix

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

                                          def __init__(
                                      Severity: Major
                                      Found in embiggen/embedders/ensmallen_embedders/walklets_glove.py - About 2 hrs to fix
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