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FitReport

datasynth_core::diffusion::training

Struct FitReport 

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pub struct FitReport {
    pub mean_errors: Vec<f64>,
    pub std_errors: Vec<f64>,
    pub correlation_error: f64,
    pub overall_score: f64,
}
Expand description

Report from evaluating a trained diffusion model against its target statistics.

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§mean_errors: Vec<f64>

Per-column normalized mean error: |sample_mean - target_mean| / target_std.

§std_errors: Vec<f64>

Per-column normalized std error: |sample_std - target_std| / target_std.

§correlation_error: f64

Root-mean-square element difference between sample and target correlation matrices.

§overall_score: f64

Overall quality score in [0.0, 1.0] (higher is better).

Trait Implementations§

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impl Clone for FitReport

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fn clone(&self) -> FitReport

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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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 FitReport

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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 FitReport

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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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impl<T> Any for T
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fn borrow_mut(&mut self) -> &mut T

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

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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