Index

_

_cache (axisfuzzy.core.cache.LruCache attribute) _default_t_norm_params (axisfuzzy.core.operation.OperationScheduler attribute) _default_t_norm_type (axisfuzzy.core.operation.OperationScheduler attribute) _functions (axisfuzzy.mixin.registry.MixinFunctionRegistry attribute) _instance (axisfuzzy.random.registry.RandomGeneratorRegistry attribute) _lock (axisfuzzy.random.registry.RandomGeneratorRegistry attribute) (axisfuzzy.random.seed.GlobalRandomState attribute)

_metadata (axisfuzzy.mixin.registry.MixinFunctionRegistry attribute) _operations (axisfuzzy.core.operation.OperationScheduler attribute) _performance_stats (axisfuzzy.core.operation.OperationScheduler attribute) _rng (axisfuzzy.random.seed.GlobalRandomState attribute) _seed (axisfuzzy.random.seed.GlobalRandomState attribute) _stats_lock (axisfuzzy.core.operation.OperationScheduler attribute)

A

acc (axisfuzzy.core.fuzzarray.Fuzzarray property) (axisfuzzy.core.fuzznums.Fuzznum property) add_config_observer() (axisfuzzy.config.manager.ConfigManager method) add_observer() (axisfuzzy.core.registry.FuzznumRegistry method) all() (axisfuzzy.core.fuzzarray.Fuzzarray method) any() (axisfuzzy.core.fuzzarray.Fuzzarray method) append() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) axisfuzzy.config.api module axisfuzzy.config.manager module axisfuzzy.core.backend module axisfuzzy.core.cache module axisfuzzy.core.dispatcher module axisfuzzy.core.fuzzarray module axisfuzzy.core.fuzznums module axisfuzzy.core.operation module axisfuzzy.core.registry module axisfuzzy.extension.decorator module

axisfuzzy.extension.dispatcher module axisfuzzy.fuzzifier.fuzzifier module axisfuzzy.fuzzifier.registry module axisfuzzy.fuzzifier.strategy module axisfuzzy.membership.base module axisfuzzy.membership.factory module axisfuzzy.membership.function module axisfuzzy.mixin.factory module axisfuzzy.mixin.register module axisfuzzy.mixin.registry module axisfuzzy.random.api module axisfuzzy.random.registry module axisfuzzy.random.seed module

B

backend (axisfuzzy.core.fuzzarray.Fuzzarray property) backends (axisfuzzy.core.registry.FuzznumRegistry attribute) batch_extension() (in module axisfuzzy.extension.decorator) batch_register() (axisfuzzy.core.registry.FuzznumRegistry method)

beta() (in module axisfuzzy.random.api) broadcast_to() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) build_and_inject() (axisfuzzy.mixin.registry.MixinFunctionRegistry method)

C

choice() (in module axisfuzzy.random.api) clear() (axisfuzzy.random.registry.RandomGeneratorRegistry method) cmpnames (axisfuzzy.core.backend.FuzzarrayBackend property) cmpnum (axisfuzzy.core.backend.FuzzarrayBackend property) compute() (axisfuzzy.membership.base.MembershipFunction method) (axisfuzzy.membership.function.DoubleGaussianMF method) (axisfuzzy.membership.function.GaussianMF method) (axisfuzzy.membership.function.GeneralizedBellMF method) (axisfuzzy.membership.function.PiMF method) (axisfuzzy.membership.function.SigmoidMF method) (axisfuzzy.membership.function.SMF method) (axisfuzzy.membership.function.TrapezoidalMF method) (axisfuzzy.membership.function.TriangularMF method) (axisfuzzy.membership.function.ZMF method)

concat() (axisfuzzy.core.fuzzarray.Fuzzarray method) ConfigManager (class in axisfuzzy.config.manager) copy() (axisfuzzy.core.backend.FuzzarrayBackend method) (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) create() (axisfuzzy.core.fuzznums.Fuzznum method) create_config_template() (axisfuzzy.config.manager.ConfigManager static method) create_instance_method() (axisfuzzy.extension.dispatcher.ExtensionDispatcher method) create_instance_property() (axisfuzzy.extension.dispatcher.ExtensionDispatcher method) create_mf() (in module axisfuzzy.membership.factory) create_top_level_function() (axisfuzzy.extension.dispatcher.ExtensionDispatcher method)

D

distance() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method)

DoubleGaussianMF (class in axisfuzzy.membership.function) dtype (axisfuzzy.core.backend.FuzzarrayBackend property) (axisfuzzy.core.fuzzarray.Fuzzarray property)

E

equivalent() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) execute_binary_op() (axisfuzzy.core.operation.OperationMixin method) execute_comparison_op() (axisfuzzy.core.operation.OperationMixin method) execute_fuzzarray_op() (axisfuzzy.core.operation.OperationMixin method)

execute_unary_op_operand() (axisfuzzy.core.operation.OperationMixin method) execute_unary_op_pure() (axisfuzzy.core.operation.OperationMixin method) execute_vectorized_op() (axisfuzzy.core.fuzzarray.Fuzzarray method) extension() (in module axisfuzzy.extension.decorator) ExtensionDispatcher (class in axisfuzzy.extension.dispatcher)

F

fill_from_values() (axisfuzzy.core.backend.FuzzarrayBackend method) flatten() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) format_elements() (axisfuzzy.core.backend.FuzzarrayBackend method) from_arrays() (axisfuzzy.core.backend.FuzzarrayBackend static method) from_config() (axisfuzzy.fuzzifier.fuzzifier.Fuzzifier class method) from_dict() (axisfuzzy.core.fuzznums.Fuzznum class method)

Fuzzarray (class in axisfuzzy.core.fuzzarray) FuzzarrayBackend (class in axisfuzzy.core.backend) FuzzificationStrategy (class in axisfuzzy.fuzzifier.strategy) FuzzificationStrategyRegistry (class in axisfuzzy.fuzzifier.registry) Fuzzifier (class in axisfuzzy.fuzzifier.fuzzifier) fuzzify() (axisfuzzy.fuzzifier.strategy.FuzzificationStrategy method) Fuzznum (class in axisfuzzy.core.fuzznums) FuzznumRegistry (class in axisfuzzy.core.registry)

G

GaussianMF (class in axisfuzzy.membership.function) GeneralizedBellMF (class in axisfuzzy.membership.function) get() (axisfuzzy.core.cache.LruCache method) get_available_methods() (axisfuzzy.fuzzifier.registry.FuzzificationStrategyRegistry method) get_available_mtypes() (axisfuzzy.fuzzifier.registry.FuzzificationStrategyRegistry method) get_available_ops() (axisfuzzy.core.operation.OperationScheduler method) get_backend() (axisfuzzy.core.registry.FuzznumRegistry method) get_component_arrays() (axisfuzzy.core.backend.FuzzarrayBackend method) get_config() (axisfuzzy.config.manager.ConfigManager method) (axisfuzzy.fuzzifier.fuzzifier.Fuzzifier method) (in module axisfuzzy.config.api) get_config_history() (axisfuzzy.config.manager.ConfigManager method) get_config_manager() (in module axisfuzzy.config.api) get_config_source() (axisfuzzy.config.manager.ConfigManager method) get_config_summary() (axisfuzzy.config.manager.ConfigManager method) get_default_method() (axisfuzzy.fuzzifier.registry.FuzzificationStrategyRegistry method) get_default_t_norm_config() (axisfuzzy.core.operation.OperationScheduler method) get_extension_dispatcher() (in module axisfuzzy.extension.dispatcher) get_fuzznum_view() (axisfuzzy.core.backend.FuzzarrayBackend method) get_generator() (axisfuzzy.random.registry.RandomGeneratorRegistry method) (axisfuzzy.random.seed.GlobalRandomState method) (in module axisfuzzy.random.registry) get_health_status() (axisfuzzy.core.registry.FuzznumRegistry method) get_info() (axisfuzzy.core.fuzznums.Fuzznum method) get_mf_class() (in module axisfuzzy.membership.factory) get_operation() (axisfuzzy.core.operation.OperationScheduler method) get_operation_name() (axisfuzzy.core.operation.OperationMixin method) get_parameters() (axisfuzzy.membership.base.MembershipFunction method) (axisfuzzy.membership.function.DoubleGaussianMF method) (axisfuzzy.membership.function.GaussianMF method) (axisfuzzy.membership.function.GeneralizedBellMF method) (axisfuzzy.membership.function.PiMF method) (axisfuzzy.membership.function.SigmoidMF method) (axisfuzzy.membership.function.SMF method) (axisfuzzy.membership.function.TrapezoidalMF method) (axisfuzzy.membership.function.TriangularMF method) (axisfuzzy.membership.function.ZMF method)

get_performance_stats() (axisfuzzy.core.operation.OperationScheduler method) get_random_generator() (in module axisfuzzy.random.registry) get_registered_mtypes() (axisfuzzy.core.registry.FuzznumRegistry method) get_registry_fuzzify() (in module axisfuzzy.fuzzifier.registry) get_registry_fuzztype() (in module axisfuzzy.core.registry) get_registry_info() (axisfuzzy.fuzzifier.registry.FuzzificationStrategyRegistry method) get_registry_mixin() (in module axisfuzzy.mixin.registry) get_registry_operation() (in module axisfuzzy.core.operation) get_registry_random() (in module axisfuzzy.random.registry) get_rng() (in module axisfuzzy.random.seed) get_seed() (axisfuzzy.random.seed.GlobalRandomState method) (in module axisfuzzy.random.seed) get_statistics() (axisfuzzy.core.registry.FuzznumRegistry method) get_strategy() (axisfuzzy.core.registry.FuzznumRegistry method) (axisfuzzy.fuzzifier.registry.FuzzificationStrategyRegistry method) get_strategy_attributes_dict() (axisfuzzy.core.fuzznums.Fuzznum method) get_strategy_info() (axisfuzzy.fuzzifier.strategy.FuzzificationStrategy method) get_strategy_instance() (axisfuzzy.core.fuzznums.Fuzznum method) get_supported_mtypes() (axisfuzzy.core.operation.OperationMixin method) get_top_level_function_names() (axisfuzzy.mixin.registry.MixinFunctionRegistry method) GlobalRandomState (class in axisfuzzy.random.seed)

I

ind (axisfuzzy.core.fuzzarray.Fuzzarray property) (axisfuzzy.core.fuzznums.Fuzznum property) is_modified() (axisfuzzy.config.manager.ConfigManager method) is_registered() (axisfuzzy.random.registry.RandomGeneratorRegistry method) (in module axisfuzzy.random.registry)

is_registered_random() (in module axisfuzzy.random.registry) item() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method)

K

kwargs (axisfuzzy.core.backend.FuzzarrayBackend attribute) (axisfuzzy.core.fuzzarray.Fuzzarray property)

L

list_mtypes() (axisfuzzy.random.registry.RandomGeneratorRegistry method) list_registered() (in module axisfuzzy.random.registry) list_registered_random() (in module axisfuzzy.random.registry)

list_strategies() (axisfuzzy.fuzzifier.registry.FuzzificationStrategyRegistry method) load_config_file() (axisfuzzy.config.manager.ConfigManager method) (in module axisfuzzy.config.api) LruCache (class in axisfuzzy.core.cache)

M

max() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) maxsize (axisfuzzy.core.cache.LruCache attribute) md (axisfuzzy.core.fuzzarray.Fuzzarray property) mean() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) MembershipFunction (class in axisfuzzy.membership.base) method (axisfuzzy.fuzzifier.strategy.FuzzificationStrategy attribute) min() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) MixinFunctionRegistry (class in axisfuzzy.mixin.registry) module axisfuzzy.config.api axisfuzzy.config.manager axisfuzzy.core.backend axisfuzzy.core.cache axisfuzzy.core.dispatcher axisfuzzy.core.fuzzarray axisfuzzy.core.fuzznums axisfuzzy.core.operation axisfuzzy.core.registry axisfuzzy.extension.decorator axisfuzzy.extension.dispatcher axisfuzzy.fuzzifier.fuzzifier axisfuzzy.fuzzifier.registry axisfuzzy.fuzzifier.strategy axisfuzzy.membership.base axisfuzzy.membership.factory axisfuzzy.membership.function axisfuzzy.mixin.factory axisfuzzy.mixin.register axisfuzzy.mixin.registry axisfuzzy.random.api axisfuzzy.random.registry axisfuzzy.random.seed

mtype (axisfuzzy.core.backend.FuzzarrayBackend attribute) (axisfuzzy.core.fuzzarray.Fuzzarray property) (axisfuzzy.core.fuzznums.Fuzznum attribute) (axisfuzzy.fuzzifier.strategy.FuzzificationStrategy attribute)

N

name (axisfuzzy.membership.base.MembershipFunction attribute) ndim (axisfuzzy.core.backend.FuzzarrayBackend property) (axisfuzzy.core.fuzzarray.Fuzzarray property) (axisfuzzy.core.fuzznums.Fuzznum property)

nmd (axisfuzzy.core.fuzzarray.Fuzzarray property) normal() (in module axisfuzzy.random.api)

O

operate() (in module axisfuzzy.core.dispatcher)

OperationMixin (class in axisfuzzy.core.operation) OperationScheduler (class in axisfuzzy.core.operation)

P

parameters (axisfuzzy.membership.base.MembershipFunction attribute) PiMF (class in axisfuzzy.membership.function) plot() (axisfuzzy.fuzzifier.fuzzifier.Fuzzifier method) (axisfuzzy.membership.base.MembershipFunction method) (axisfuzzy.membership.function.DoubleGaussianMF method) (axisfuzzy.membership.function.GaussianMF method) (axisfuzzy.membership.function.GeneralizedBellMF method) (axisfuzzy.membership.function.PiMF method) (axisfuzzy.membership.function.SigmoidMF method) (axisfuzzy.membership.function.SMF method) (axisfuzzy.membership.function.TrapezoidalMF method) (axisfuzzy.membership.function.TriangularMF method) (axisfuzzy.membership.function.ZMF method)

pop() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) prod() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) put() (axisfuzzy.core.cache.LruCache method)

Q

q (axisfuzzy.core.backend.FuzzarrayBackend attribute) (axisfuzzy.core.fuzzarray.Fuzzarray property) (axisfuzzy.core.fuzznums.Fuzznum attribute)

R

rand() (in module axisfuzzy.random.api) RandomGeneratorRegistry (class in axisfuzzy.random.registry) ravel() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) register() (axisfuzzy.core.operation.OperationScheduler method) (axisfuzzy.core.registry.FuzznumRegistry method) (axisfuzzy.fuzzifier.registry.FuzzificationStrategyRegistry method) (axisfuzzy.mixin.registry.MixinFunctionRegistry method) (axisfuzzy.random.registry.RandomGeneratorRegistry method) register_backend() (axisfuzzy.core.registry.FuzznumRegistry method) (in module axisfuzzy.core.registry) register_fuzzifier() (in module axisfuzzy.fuzzifier.registry) register_fuzztype() (in module axisfuzzy.core.registry)

register_mixin() (in module axisfuzzy.mixin.registry) register_operation() (in module axisfuzzy.core.operation) register_random() (in module axisfuzzy.random.registry) register_strategy() (axisfuzzy.core.registry.FuzznumRegistry method) (in module axisfuzzy.core.registry) registry() (in module axisfuzzy.random.registry) remove_observer() (axisfuzzy.config.manager.ConfigManager method) (axisfuzzy.core.registry.FuzznumRegistry method) reset_config() (axisfuzzy.config.manager.ConfigManager method) (in module axisfuzzy.config.api) reset_performance_stats() (axisfuzzy.core.operation.OperationScheduler method) reshape() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method)

S

save_config_file() (axisfuzzy.config.manager.ConfigManager method) (in module axisfuzzy.config.api) score (axisfuzzy.core.fuzzarray.Fuzzarray property) (axisfuzzy.core.fuzznums.Fuzznum property) set_config() (axisfuzzy.config.manager.ConfigManager method) (in module axisfuzzy.config.api) set_fuzznum_data() (axisfuzzy.core.backend.FuzzarrayBackend method) set_parameters() (axisfuzzy.membership.base.MembershipFunction method) (axisfuzzy.membership.function.DoubleGaussianMF method) (axisfuzzy.membership.function.GaussianMF method) (axisfuzzy.membership.function.GeneralizedBellMF method) (axisfuzzy.membership.function.PiMF method) (axisfuzzy.membership.function.SigmoidMF method) (axisfuzzy.membership.function.SMF method) (axisfuzzy.membership.function.TrapezoidalMF method) (axisfuzzy.membership.function.TriangularMF method) (axisfuzzy.membership.function.ZMF method) set_seed() (axisfuzzy.random.seed.GlobalRandomState method) (in module axisfuzzy.random.seed) set_t_norm() (axisfuzzy.core.operation.OperationScheduler method)

shape (axisfuzzy.core.backend.FuzzarrayBackend attribute) (axisfuzzy.core.fuzzarray.Fuzzarray property) (axisfuzzy.core.fuzznums.Fuzznum property) SigmoidMF (class in axisfuzzy.membership.function) size (axisfuzzy.core.backend.FuzzarrayBackend attribute) (axisfuzzy.core.fuzzarray.Fuzzarray property) (axisfuzzy.core.fuzznums.Fuzznum property) slice_view() (axisfuzzy.core.backend.FuzzarrayBackend method) SMF (class in axisfuzzy.membership.function) spawn_generator() (axisfuzzy.random.seed.GlobalRandomState method) spawn_rng() (in module axisfuzzy.random.seed) squeeze() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) stack() (axisfuzzy.core.fuzzarray.Fuzzarray method) std() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) strategies (axisfuzzy.core.registry.FuzznumRegistry attribute) sum() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method) supports() (axisfuzzy.core.operation.OperationMixin method)

T

T (axisfuzzy.core.fuzzarray.Fuzzarray property) (axisfuzzy.core.fuzznums.Fuzznum property) to_csv() (axisfuzzy.core.fuzzarray.Fuzzarray method) to_dict() (axisfuzzy.core.fuzznums.Fuzznum method)

to_json() (axisfuzzy.core.fuzzarray.Fuzzarray method) to_npy() (axisfuzzy.core.fuzzarray.Fuzzarray method) transaction() (axisfuzzy.core.registry.FuzznumRegistry method) TrapezoidalMF (class in axisfuzzy.membership.function) TriangularMF (class in axisfuzzy.membership.function)

U

uniform() (in module axisfuzzy.random.api) unregister() (axisfuzzy.core.registry.FuzznumRegistry method) (axisfuzzy.random.registry.RandomGeneratorRegistry method)

unregister_random() (in module axisfuzzy.random.registry)

V

validate_all_config() (axisfuzzy.config.manager.ConfigManager method) validate_state() (axisfuzzy.core.fuzznums.Fuzznum method)

var() (axisfuzzy.core.fuzzarray.Fuzzarray method) (axisfuzzy.core.fuzznums.Fuzznum method)

Z

ZMF (class in axisfuzzy.membership.function)