Zuffy

Contents:

  • Zuffy Classifier
    • ZuffyClassifier
      • ZuffyClassifier._parameter_constraints
      • ZuffyClassifier.default_function_set
      • ZuffyClassifier.fit()
      • ZuffyClassifier.predict()
      • ZuffyClassifier.predict_proba()
      • ZuffyClassifier.set_score_request()
  • Zuffy Fit Iterator
    • ZuffyFitIterator
      • ZuffyFitIterator._parameter_constraints
      • ZuffyFitIterator._perform_single_fit_job()
      • ZuffyFitIterator._verbose_out()
      • ZuffyFitIterator.fit()
      • ZuffyFitIterator.get_best_class_accuracy()
      • ZuffyFitIterator.set_fit_request()
  • Fuzzy Transformer
    • FuzzyTransformer
      • FuzzyTransformer._parameter_constraints
      • FuzzyTransformer._sklearn_auto_wrap_output_keys
      • FuzzyTransformer.fit()
      • FuzzyTransformer.transform()
    • convert_to_numeric()
    • trimf()
  • Visuals
    • _add_importance()
    • _output_node()
    • graph_tree_class()
    • graphviz_tree()
    • plot_evolution()
    • plot_evolution_consolidated()
    • plot_iteration_performance()
    • sanitise_names()
    • show_feature_importance()
  • Visual Color Assigments
    • ColorAssigner
      • ColorAssigner.get_color()
    • FeatureColorAssigner
      • FeatureColorAssigner._DEFAULT_FEATURE_COLORS
    • OperatorColorAssigner
      • OperatorColorAssigner._DEFAULT_OPERATOR_COLORS
  • _fpt_operators
    • _complement()
    • _concentrator()
    • _concentrator_power()
    • _diffuser()
    • _diluter()
    • _diluter_power()
    • _fuzzy_and()
    • _fuzzy_or()
    • _generate_owa_operator()
    • _generate_wa_operator()
    • _hamacher_t_norm()
    • _if_gte()
    • _if_gte_else()
    • _if_lt()
    • _if_lt_else()
    • _intensifier()
    • _lukasiewicz_t_conorm()
    • _lukasiewicz_t_norm()
    • _maximum()
    • _minimum()
    • _ordered_weighted_average()
    • _product_t_norm()
    • _weighted_average()
  • Sample Programs
    • Example 1 - Minimal
    • Example 2 - Categoricals
    • Example 3 - GridSearchCV
    • Example 4 - Pipeline
    • Example 5 - Full Visuals
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