Enum AggregationStrategy 

pub enum AggregationStrategy {
    FedAvg,
    WeightedAvg,
    Median,
    TrimmedMean,
    Krum,
    ByzantineRobust,
}

Aggregation strategies for federated learning

Variants

FedAvg

Simple averaging

WeightedAvg

Weighted averaging by data size

Median

Median aggregation

TrimmedMean

Trimmed mean

Krum

Krum aggregation

ByzantineRobust

Byzantine-robust aggregation

Trait Implementations

impl Clone for AggregationStrategy

fn clone(&self) -> AggregationStrategy

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Copy for AggregationStrategy

impl Debug for AggregationStrategy

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for AggregationStrategy

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Eq for AggregationStrategy

impl PartialEq for AggregationStrategy

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

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

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 Serialize for AggregationStrategy

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for AggregationStrategy