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DistributionSensitivity

trustformers_debug::advanced_ml_debugging

Struct DistributionSensitivity 

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pub struct DistributionSensitivity {
    pub shift_sensitivity: f64,
    pub imbalance_sensitivity: f64,
    pub domain_adaptation_requirements: Vec<String>,
    pub distribution_robustness: f64,
}
Expand description

Sensitivity to data distribution

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§shift_sensitivity: f64

Distribution shift sensitivity

§imbalance_sensitivity: f64

Class imbalance sensitivity

§domain_adaptation_requirements: Vec<String>

Domain adaptation requirements

§distribution_robustness: f64

Robustness to distribution changes

Trait Implementations§

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impl Clone for DistributionSensitivity

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fn clone(&self) -> DistributionSensitivity

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for DistributionSensitivity

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

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for DistributionSensitivity

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for DistributionSensitivity

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

Serialize this value into the given Serde serializer. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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Serialize to JSON string
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Load from file
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