soft.fuzzy.logic package

Subpackages

• soft.fuzzy.logic.controller package
  • Submodules
  • soft.fuzzy.logic.controller.abstract module
    • FuzzyLogicController
      • FuzzyLogicController.consequences()
      • FuzzyLogicController.create_engine()
      • FuzzyLogicController.create_matrix()
      • FuzzyLogicController.disable_parameters()
      • FuzzyLogicController.forward()
      • FuzzyLogicController.get_links_and_offsets()
      • FuzzyLogicController.in_features()
      • FuzzyLogicController.matrix()
      • FuzzyLogicController.matrix_helper()
      • FuzzyLogicController.out_features()
      • FuzzyLogicController.predict()
      • FuzzyLogicController.premises()
    • GranulationLayers
      • GranulationLayers.input
      • GranulationLayers.output
  • soft.fuzzy.logic.controller.impl module
    • Mamdani
      • Mamdani.create_engine()
    • ZeroOrderTSK
      • ZeroOrderTSK.create_engine()
  • Module contents
    • Engine
      • Engine.confidences
      • Engine.defuzzification
      • Engine.ignore_missing
      • Engine.type
    • Mapping
      • Mapping.input
      • Mapping.output
    • SpaceConfiguration
      • SpaceConfiguration.dim
      • SpaceConfiguration.expandable
      • SpaceConfiguration.max_terms
    • Specifications
      • Specifications.default_fuzzy_set_type
      • Specifications.engine
      • Specifications.mapping
      • Specifications.number_of_rules
      • Specifications.sparse
      • Specifications.t_norm
• soft.fuzzy.logic.inference package
  • Subpackages
    • soft.fuzzy.logic.inference.engines package
      • Submodules
      • soft.fuzzy.logic.inference.engines.mamdani module
      • soft.fuzzy.logic.inference.engines.tsk module
      • Module contents
  • Submodules
  • soft.fuzzy.logic.inference.abstract module
    • BaseInference
      • BaseInference.calc_intermediate_input()
      • BaseInference.calc_rules_applicability()
  • soft.fuzzy.logic.inference.linkage module
    • BinaryLinks
      • BinaryLinks.forward()
    • GroupedLinks
      • GroupedLinks.expand_logits_if_necessary()
      • GroupedLinks.forward()
    • GumbelSoftmax
      • GumbelSoftmax.forward()
    • LogitLinks
      • LogitLinks.forward()
  • Module contents
• soft.fuzzy.logic.rules package
  • Subpackages
    • soft.fuzzy.logic.rules.creation package
      • Submodules
      • soft.fuzzy.logic.rules.creation.common module
      • soft.fuzzy.logic.rules.creation.latent module
      • soft.fuzzy.logic.rules.creation.rough_compatibility module
      • soft.fuzzy.logic.rules.creation.wang_mendel module
      • Module contents
    • soft.fuzzy.logic.rules.reduction package
      • Subpackages
      • Submodules
      • soft.fuzzy.logic.rules.reduction.rough_theory module
      • Module contents
  • Submodules
  • soft.fuzzy.logic.rules.anchors module
    • anchor()
  • soft.fuzzy.logic.rules.criteria module
  • Module contents
    • LinguisticVariables
      • LinguisticVariables.inputs
      • LinguisticVariables.targets
    • Rule
      • Rule.consequence
      • Rule.implication
      • Rule.premise

Submodules

soft.fuzzy.logic.factory module

A factory to assist in the construction of unclear or undetermined Fuzzy Logic Controllers (FLCs).

Module contents