AxisFuzzy
Getting Started
Introduction to AxisFuzzy
Core Design Philosophy
Architecture Overview
Who is AxisFuzzy For?
Installation
Dependency Philosophy
Standard Installation with
pip
Using
uv
for Faster Installation
Installing from Source
Development Environment
Quick Start
Creating Fuzzy Objects with Factory Functions
Extension Methods for Advanced Construction
High-Performance Computing with Fuzzarray
Membership Functions and Fuzzification
Random Generation and Simulation
Conclusion
Core Concepts
What is a classical fuzzy set?
What is an extended fuzzy set?
Fuzznum(Fuzzy number)
Fuzzarray(Fuzzy number array, fuzzy sets)
Membership Functions
Fuzzifier
Extension System
Typical Use Cases
Fuzzy Decision Making Systems
Fuzzy Control Systems
Fuzzy Data Analysis and Classification
Risk Assessment
Explainable Artificial Intelligence (XAI)
Fuzzy Neural Networks (FNN)
Fuzzy Reinforcement Learning (FRL)
Natural Language Processing (NLP)
Image Processing
Time Series Forecasting
Conclusion
Future Extensions
Analysis Module
Advanced Fuzzy Systems
How to Contribute
User Guide
Core Data Structures: Fuzznum and Fuzzarray
The Core Concepts
Fuzznum: The Atomic Unit of Fuzziness
Fuzzarray: High-Performance Fuzzy Computation Container
FuzznumStrategy: The Brains Behind Individual Fuzzy Numbers
FuzzarrayBackend: The High-Performance Engine for Fuzzy Arrays
Fuzzy Number Type Registry: The Central Hub for Extensibility
The Lifecycle of a Computation: Effortless Performance
Fuzzy Operations: High-Performance Mathematical Computations
Core Concepts: The
triangular.py
Module
Core Functionality
Introspection and Verification
Visualization
Extensibility
The Core Computational Engine
Intelligent Dispatch: The
operate
Function
High-Performance Vectorization with
OperationMixin
Supported Operations: Complete Reference
Practical Operations
Developer Guide: Implementing Custom Operations
Conclusion
Membership Functions
The Core Concept: MembershipFunction Base Class
Built-in Membership Functions
Creating Factory Functions
Visualization and Analysis
Conclusion
Fuzzifier: From Crisp to Fuzzy
Introduction to Fuzzification
Architectural Deep Dive
FuzzificationStrategy: The Blueprint for Fuzzification
FuzzificationStrategyRegistry: The Central Directory
Using the Fuzzifier
Advanced Features
Extending the System: Custom Fuzzification Strategies
Conclusion
Random Generation System
Architectural Deep Dive
The Generator Blueprint (base.py)
Reproducibility and State Management (seed.py)
The Discovery Mechanism (registry.py)
The High-Level API (api.py)
Extending the System
Conclusion
Extension and Mixin Systems: Extending AxisFuzzy Functionality
Overview of the Dual Architecture
Extension System: Dynamic, Type-Aware Function Registration
Mixin Operations: Universal Structural Operations
External Extension Registration: Simplified API for External Users
Developer Guide: Creating Custom Extensions
System Comparison and Architecture Understanding
Summary and Best Practices
See Also
Configuration system
Configuration System: Centralized Management for
AxisFuzzy
Core Architecture and Components
Configuration Categories and Parameters
Configuration Management Operations
Advanced Usage Patterns and Best Practices
Integration with
AxisFuzzy
Ecosystem
Conclusion
Fuzzy Types: Built-in Fuzzy Number Representations
Introduction to Fuzzy Types
Core Concepts and Architecture
Built-in Fuzzy Number Types
Mathematical Constraints and Validation
Performance and Implementation Details
Conclusion
Development Manual
Fuzzy Types Extension
The Fuzzy Types Extension Framework
Creating FuzznumStrategy Subclass
Implementing FuzzarrayBackend
Registration and Integration
Conclusion
Fuzzy Operations Development Guide
Understanding the Operation Framework
Implementing Binary Operations
Unary and Comparison Operations
High-Performance Backend Development
Operation Development Guide
Conclusion
Extension Methods Development Guide
Extension System Architecture Overview
Extension Method Implementation Development
Extension Registration and Integration Workflow
External Extension Development: Quick Guide for Third-Party Developers
Conclusion
Fuzzification Strategies Development
The Fuzzification Strategy Framework
Implementing a Custom Fuzzification Strategy
Registration and Integration
Complete Strategy Implementation Example
Conclusion
Random Generators Development
Understanding the Random Generator
Architecture and Interface Design
QROFN Random Generator Implementation
Registration and Integration
Conclusion
Fuzzy Sets Type
Classical Fuzzy Sets (FS)
Introduction and Mathematical Foundations
Core Data Structure and Architecture
Mathematical Operations and Computations
Fuzzification Strategies
Random Generation and Sampling
Extension Methods and Advanced Features
Conclusion
Q-Rung Orthopair Fuzzy Numbers (QROFN)
Introduction and Mathematical Foundations
Core Data Structure and Architecture
Mathematical Operations and Computations
Backend Implementation Details
Fuzzification Strategies
Random Generation and Sampling
Extension Methods and Advanced Features
Performance Analysis and Benchmarks
Conclusion
Interval-Valued Q-Rung Orthopair Fuzzy Numbers (IVQROFN)
Introduction and Mathematical Foundations
Core Data Structure and Architecture
Mathematical Operations and Computations
Fuzzification Strategies
Random Generation and Sampling
Extension Methods and Advanced Features
Performance Considerations and Best Practices
Conclusion
Q-Rung Orthopair Hesitant Fuzzy Numbers (QROHFN)
Introduction and Mathematical Foundations
Core Data Structure and Architecture
Mathematical Operations and Computations
Optimization Utilities and Pairwise Combinations
Fuzzification Strategies
Random Generation and Statistical Analysis
Extension Methods and Advanced Features
Performance Considerations and Best Practices
Conclusion
API
config(axisfuzzy.config)
Introduction
core (axisfuzzy.core)
Introduction
membership(axisfuzzy.membership)
Introduction
fuzzifier(axisfuzzy.fuzzifier)
fuzzifier.strategy
fuzzifier.registry
fuzzifier.fuzzifier
extension(axisfuzzy.extension)
Introduction
mixin (axisfuzzy.mixin)
Introduction
random (axisfuzzy.random)
Introduction
Core Component Overview
Extension Systems
Fuzzy Analysis System
Overview
Contracts Deep Dive and Architecture
Components and Pipeline
Model API
Data Structures
Usage and Examples
AxisFuzzy
Index
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
I
|
K
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
|
V
|
Z
_
_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)