streamline.models package

Submodules

• streamline.models.artificial_neural_network module
  • MLPClassifier
    • MLPClassifier.color
    • MLPClassifier.model_name
    • MLPClassifier.objective()
    • MLPClassifier.small_name
• streamline.models.decision_tree module
  • DecisionTreeClassifier
    • DecisionTreeClassifier.color
    • DecisionTreeClassifier.model_name
    • DecisionTreeClassifier.objective()
    • DecisionTreeClassifier.small_name
• streamline.models.elastic_net module
  • ElasticNetClassifier
    • ElasticNetClassifier.color
    • ElasticNetClassifier.model_name
    • ElasticNetClassifier.objective()
    • ElasticNetClassifier.small_name
• streamline.models.genetic_programming module
  • GPClassifier
    • GPClassifier.color
    • GPClassifier.model_name
    • GPClassifier.objective()
    • GPClassifier.small_name
• streamline.models.gradient_boosting module
  • CGBClassifier
    • CGBClassifier.color
    • CGBClassifier.model_name
    • CGBClassifier.objective()
    • CGBClassifier.small_name
  • GBClassifier
    • GBClassifier.color
    • GBClassifier.model_name
    • GBClassifier.objective()
    • GBClassifier.small_name
  • LGBClassifier
    • LGBClassifier.color
    • LGBClassifier.model_name
    • LGBClassifier.objective()
    • LGBClassifier.small_name
  • XGBClassifier
    • XGBClassifier.color
    • XGBClassifier.model_name
    • XGBClassifier.objective()
    • XGBClassifier.small_name
• streamline.models.learning_based module
  • ExSTraCSClassifier
    • ExSTraCSClassifier.color
    • ExSTraCSClassifier.model_name
    • ExSTraCSClassifier.objective()
    • ExSTraCSClassifier.small_name
  • XCSClassifier
    • XCSClassifier.color
    • XCSClassifier.model_name
    • XCSClassifier.objective()
    • XCSClassifier.small_name
  • eLCSClassifier
    • eLCSClassifier.color
    • eLCSClassifier.model_name
    • eLCSClassifier.objective()
    • eLCSClassifier.small_name
• streamline.models.linear_model module
  • LogisticRegression
    • LogisticRegression.color
    • LogisticRegression.model_name
    • LogisticRegression.objective()
    • LogisticRegression.small_name
• streamline.models.naive_bayes module
  • NaiveBayesClassifier
    • NaiveBayesClassifier.color
    • NaiveBayesClassifier.model_name
    • NaiveBayesClassifier.objective()
    • NaiveBayesClassifier.small_name
• streamline.models.neighbouring module
  • KNNClassifier
    • KNNClassifier.color
    • KNNClassifier.model_name
    • KNNClassifier.objective()
    • KNNClassifier.small_name
• streamline.models.random_forest module
  • RandomForestClassifier
    • RandomForestClassifier.color
    • RandomForestClassifier.model_name
    • RandomForestClassifier.objective()
    • RandomForestClassifier.small_name
• streamline.models.support_vector_machine module
  • SupportVectorClassifier
    • SupportVectorClassifier.color
    • SupportVectorClassifier.model_name
    • SupportVectorClassifier.objective()
    • SupportVectorClassifier.small_name