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AnalyticsReport

trustformers_debug::model_diagnostics::analytics

Struct AnalyticsReport 

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pub struct AnalyticsReport {
    pub correlation_matrix: Vec<Vec<f64>>,
    pub statistical_analysis: StatisticalAnalysis,
    pub layer_analyses: HashMap<String, HiddenStateAnalysis>,
    pub anomaly_detection: AnomalyDetectionResults,
    pub temporal_summary: String,
    pub recommendations: Vec<String>,
}
Expand description

Comprehensive analytics report.

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§correlation_matrix: Vec<Vec<f64>>

Correlation matrix between metrics

§statistical_analysis: StatisticalAnalysis

Statistical analysis results

§layer_analyses: HashMap<String, HiddenStateAnalysis>

Layer-specific analyses

§anomaly_detection: AnomalyDetectionResults

Anomaly detection results

§temporal_summary: String

Temporal analysis summary

§recommendations: Vec<String>

Analytics recommendations

Trait Implementations§

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impl Clone for AnalyticsReport

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fn clone(&self) -> AnalyticsReport

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 AnalyticsReport

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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 AnalyticsReport

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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 AnalyticsReport

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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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fn to_json(&self) -> Result<String, TrustformersError>

Serialize to JSON string
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Deserialize from JSON string
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Save to file
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Load from file
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