Advanced Configuration

See ART options for how to select activation, match, and update functions.

Index

ACTIVATION_FUNCTIONS, MATCH_FUNCTIONS, UPDATE_FUNCTIONS
DDVFA_METHODS, get_W
ART_MODULES, ARTMAP_MODULES, ADAPTIVERESONANCE_MODULES, ADAPTIVERESONANCE_VERSION
ARTModule, ART, ARTMAP, ARTOpts

Function Choices

`ACTIVATION_FUNCTIONS`

AdaptiveResonance.ACTIVATION_FUNCTIONS — Constant

ACTIVATION_FUNCTIONS

Description

Enumerates all of the activation functions available in the package.

`MATCH_FUNCTIONS`

AdaptiveResonance.MATCH_FUNCTIONS — Constant

MATCH_FUNCTIONS

Description

Enumerates all of the match functions available in the package.

`UPDATE_FUNCTIONS`

AdaptiveResonance.UPDATE_FUNCTIONS — Constant

UPDATE_FUNCTIONS

Description

Enumerates all of the update functions available in the package.

Distributed ART

`DDVFA_METHODS`

AdaptiveResonance.DDVFA_METHODS — Constant

DDVFA_METHODS

Description

A list of all DDVFA similarity linkage methods.

`get_W`

AdaptiveResonance.get_W — Function

get_W(art::DDVFA) -> Vector

Summary

Convenience function; return a concatenated array of all DDVFA weights.

Arguments

art::DDVFA: the DDVFA module to get all of the weights from as a list.

Method List / Definition Locations

get_W(art)

defined at /home/runner/work/AdaptiveResonance.jl/AdaptiveResonance.jl/src/ART/distributed/modules/DDVFA.jl:488.

Model Registries and Version

`ART_MODULES`

AdaptiveResonance.ART_MODULES — Constant

ART_MODULES

Description

A list of (default) unsupervised ART modules that are available in the AdaptiveResonance.jl package.

`ARTMAP_MODULES`

AdaptiveResonance.ARTMAP_MODULES — Constant

ARTMAP_MODULES

Description

A list of supervised ARTMAP modules that are available in the AdaptiveResonance.jl package.

`ADAPTIVERESONANCE_MODULES`

AdaptiveResonance.ADAPTIVERESONANCE_MODULES — Constant

ADAPTIVERESONANCE_MODULES

Description

A combined list of all unsupervised ART and supervised ARTMAP modules from the AdaptiveResonance.jl package.

`ADAPTIVERESONANCE_VERSION`

AdaptiveResonance.ADAPTIVERESONANCE_VERSION — Constant

ADAPTIVERESONANCE_VERSION

Description

A constant that contains the version of the installed AdaptiveResonance.jl package.

This value is computed at compile time, so it may be used to programmatically verify the version of AdaptiveResonance that is installed in case a compat entry in your Project.toml is missing or otherwise incorrect.

Public Type Hierarchy

`ARTModule`

AdaptiveResonance.ARTModule — Type

abstract type ARTModule

Summary

Abstract supertype for both ART (unsupervised) and ARTMAP (supervised) modules.

Fields

`ART`

AdaptiveResonance.ART — Type

abstract type ART <: ARTModule

Summary

Abstract supertype for all default unsupervised ART modules.

Fields

`ARTMAP`

AdaptiveResonance.ARTMAP — Type

abstract type ARTMAP <: ARTModule

Summary

Abstract supertype for all supervised ARTMAP modules.

Fields

`ARTOpts`

AdaptiveResonance.ARTOpts — Type

abstract type ARTOpts

Summary

Abstract supertype for all ART module options.

Fields