Enum VisualizationMethod

pub enum VisualizationMethod {
    ActivationMaximization {
        target_layer: String,
        target_unit: Option<usize>,
        num_iterations: usize,
        learning_rate: f64,
    },
    DeepDream {
        target_layer: String,
        num_iterations: usize,
        learning_rate: f64,
        amplify_factor: f64,
    },
    FeatureInversion {
        target_layer: String,
        regularization_weight: f64,
    },
    ClassActivationMapping {
        target_layer: String,
        target_class: usize,
    },
    NetworkDissection {
        concept_data: Vec<ArrayD<f32>>,
        concept_labels: Vec<String>,
    },
}

Feature visualization method

Variants

ActivationMaximization

Activation maximization

Fields

target_layer: String

Target layer name for activation maximization

target_unit: Option<usize>

Specific unit to maximize (None for all)

num_iterations: usize

Number of optimization iterations

learning_rate: f64

Learning rate for optimization

DeepDream

Deep dream

Fields

target_layer: String

Target layer name for deep dream

num_iterations: usize

Number of optimization iterations

learning_rate: f64

Learning rate for optimization

amplify_factor: f64

Factor to amplify activations

FeatureInversion

Feature inversion

Fields

target_layer: String

Target layer name for feature inversion

regularization_weight: f64

Weight for regularization term

ClassActivationMapping

Class Activation Mapping (CAM)

Fields

target_layer: String

Target layer for CAM

target_class: usize

Target class index

NetworkDissection

Network dissection for concept visualization

Fields

concept_data: Vec<ArrayD<f32>>

Concept dataset for analysis

concept_labels: Vec<String>

Concept labels

Trait Implementations

impl Clone for VisualizationMethod

fn clone(&self) -> VisualizationMethod

Returns a duplicate of the value.

const fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for VisualizationMethod

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq for VisualizationMethod

fn eq(&self, other: &VisualizationMethod) -> bool

Tests for self and other values to be equal, and is used by ==.

const fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for VisualizationMethod