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yzhao062/Pyod

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pyod/models/auto_encoder_torch.py

Summary

Maintainability
A
3 hrs
Test Coverage

File auto_encoder_torch.py has 294 lines of code (exceeds 250 allowed). Consider refactoring.
Wontfix

# -*- coding: utf-8 -*-
"""Using AutoEncoder with Outlier Detection (PyTorch)
"""
# Author: Yue Zhao <zhaoy@cmu.edu>
# License: BSD 2 clause
Severity: Minor
Found in pyod/models/auto_encoder_torch.py - About 3 hrs to fix

    Function __init__ has 15 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(self,
    Severity: Major
    Found in pyod/models/auto_encoder_torch.py - About 1 hr to fix

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

          def __init__(self,
                 n_features,
                 hidden_neurons=(128, 64),
                 dropout_rate=0.2,
                 batch_norm=True,
      Severity: Minor
      Found in pyod/models/auto_encoder_torch.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 5 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def __init__(self,
      Severity: Minor
      Found in pyod/models/auto_encoder_torch.py - About 35 mins to fix

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