Struct DeepClusteringConfig 

pub struct DeepClusteringConfig {
    pub encoder_layers: Vec<usize>,
    pub decoder_layers: Vec<usize>,
    pub embedding_dim: usize,
    pub n_clusters: usize,
    pub learning_rate: f64,
    pub pretrain_epochs: usize,
    pub clustering_epochs: usize,
    pub batch_size: usize,
    pub clustering_alpha: f64,
    pub update_interval: usize,
}

Configuration for deep embedded clustering

Fields

encoder_layers: Vec<usize>

Number of encoder layers

decoder_layers: Vec<usize>

Number of decoder layers

embedding_dim: usize

Embedding dimension

n_clusters: usize

Number of clusters

learning_rate: f64

Learning rate

pretrain_epochs: usize

Number of pretraining epochs

clustering_epochs: usize

Number of clustering epochs

batch_size: usize

Batch size

clustering_alpha: f64

Alpha parameter for clustering loss

update_interval: usize

Update interval for target distribution

Trait Implementations

impl Clone for DeepClusteringConfig

fn clone(&self) -> DeepClusteringConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DeepClusteringConfig

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

Formats the value using the given formatter.

impl Default for DeepClusteringConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for DeepClusteringConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DeepClusteringConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.