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Ex-Fuzzy
Getting Started
Installation
User Guide
Examples
API Reference
More
Fuzzy Sets
Classifiers Module
Evolutionary Fit Module
Evaluation Tools Module
Contributing
Changelog
Roadmap
Getting Started
Creating fuzzy sets and fuzzy variables
Using Fuzzy Rules
Optimizing a Fuzzy rule base for a classification problem
Visualize rules and results
Computing fuzzy partitions
Genetic algorithm details
General Type 2
Temporal Fuzzy Sets
Extending Ex-Fuzzy
Persistence
Advanced classifiers
Bootstrapping and rule robustness
GitHub
PyPI
Getting Started
Installation
User Guide
Examples
API Reference
Fuzzy Sets
Classifiers Module
Evolutionary Fit Module
Evaluation Tools Module
Contributing
Changelog
Roadmap
Getting Started
Creating fuzzy sets and fuzzy variables
Using Fuzzy Rules
Optimizing a Fuzzy rule base for a classification problem
Visualize rules and results
Computing fuzzy partitions
Genetic algorithm details
General Type 2
Temporal Fuzzy Sets
Extending Ex-Fuzzy
Persistence
Advanced classifiers
Bootstrapping and rule robustness
GitHub
PyPI
Section Navigation
ex_fuzzy.fuzzy_sets
ex_fuzzy.evolutionary_fit
ex_fuzzy.rules
ex_fuzzy.classifiers
ex_fuzzy.eval_tools
ex_fuzzy.pattern_stability
ex_fuzzy.vis_rules
ex_fuzzy.cognitive_maps
ex_fuzzy.temporal
ex_fuzzy.utils
ex_fuzzy.persistence
ex_fuzzy.bootstrapping_test
ex_fuzzy.eval_rules
ex_fuzzy.evolutionary_fit.BaseFuzzyRulesClassifier
ex_fuzzy.fuzzy_sets.fuzzyVariable
ex_fuzzy.fuzzy_sets.FS
ex_fuzzy.rules.RuleSimple
ex_fuzzy.rules.RuleBase
ex_fuzzy.eval_tools.FuzzyEvaluator
ex_fuzzy.vis_rules.plot_fuzzy_variable
ex_fuzzy.pattern_stability.pattern_stabilizer
ex_fuzzy.fuzzy_sets.FS
ex_fuzzy.fuzzy_sets.gaussianFS
ex_fuzzy.fuzzy_sets.gaussianIVFS
ex_fuzzy.fuzzy_sets.categoricalFS
ex_fuzzy.fuzzy_sets.fuzzyVariable
ex_fuzzy.evolutionary_fit.BaseFuzzyRulesClassifier
ex_fuzzy.classifiers.RuleMineClassifier
ex_fuzzy.rules.RuleSimple
ex_fuzzy.rules.RuleBase
ex_fuzzy.rules.MasterRuleBase
ex_fuzzy.rules.generate_rule_string
ex_fuzzy.eval_tools.FuzzyEvaluator
ex_fuzzy.vis_rules.plot_fuzzy_variable
ex_fuzzy.pattern_stability.pattern_stabilizer.pie_chart_basic
ex_fuzzy.persistence.save_fuzzy_variables
ex_fuzzy.persistence.load_fuzzy_variables
ex_fuzzy.fuzzy_sets.FUZZY_SETS
Fuzzy Sets
ex_fuzzy.fuzzy_sets.FS
ex_fuzzy.fuzzy_sets.gaussianFS
ex_fuzzy.fuzzy_sets.gaussianIVFS
ex_fuzzy.fuzzy_sets.categoricalFS
ex_fuzzy.fuzzy_sets.fuzzyVariable
ex_fuzzy.fuzzy_sets.FUZZY_SETS
ex_fuzzy.fuzzy_sets.FS.membership
Classifiers Module
ex_fuzzy.classifiers.RuleMineClassifier
Rules Module
ex_fuzzy.rules.RuleSimple
ex_fuzzy.rules.RuleBaseT1
ex_fuzzy.rules.RuleBaseT2
ex_fuzzy.rules.RuleBaseGT2
ex_fuzzy.rules.MasterRuleBase
ex_fuzzy.rules.compute_antecedents_memberships
Evolutionary Fit Module
ex_fuzzy.evolutionary_fit.FitRuleBase
Rule Mining Module
ex_fuzzy.rule_mining.rule_search
ex_fuzzy.rule_mining.generate_rules_from_itemsets
ex_fuzzy.rule_mining.mine_rulebase_support
ex_fuzzy.rule_mining.prune_rules_confidence_lift
ex_fuzzy.rule_mining.simple_mine_rulebase
ex_fuzzy.rule_mining.multiclass_mine_rulebase
ex_fuzzy.rule_mining.simple_multiclass_mine_rulebase
Evaluation Tools Module
ex_fuzzy.eval_tools.FuzzyEvaluator
ex_fuzzy.eval_tools.eval_fuzzy_model
API Reference
ex_fuzzy.evolutionary_fit
ex_fuzzy.evolutionary_fit
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