pub struct DifferentialDebugger { /* private fields */ }Expand description
Main differential debugging analyzer
Implementations§
Source§impl DifferentialDebugger
impl DifferentialDebugger
Sourcepub fn new(config: DifferentialDebuggingConfig) -> Self
pub fn new(config: DifferentialDebuggingConfig) -> Self
Create a new differential debugger
Sourcepub fn add_model_snapshot(&mut self, snapshot: ModelSnapshot) -> Result<()>
pub fn add_model_snapshot(&mut self, snapshot: ModelSnapshot) -> Result<()>
Add a model snapshot for comparison
Sourcepub async fn compare_models(
&mut self,
model_names: Vec<String>,
) -> Result<ModelComparisonResult>
pub async fn compare_models( &mut self, model_names: Vec<String>, ) -> Result<ModelComparisonResult>
Compare two or more models
Sourcepub async fn run_ab_test(
&mut self,
config: ABTestConfig,
model_a_data: Vec<f64>,
model_b_data: Vec<f64>,
) -> Result<ABTestResult>
pub async fn run_ab_test( &mut self, config: ABTestConfig, model_a_data: Vec<f64>, model_b_data: Vec<f64>, ) -> Result<ABTestResult>
Run A/B test analysis
Sourcepub async fn track_version_diff(
&mut self,
from_model: &str,
to_model: &str,
) -> Result<VersionDiff>
pub async fn track_version_diff( &mut self, from_model: &str, to_model: &str, ) -> Result<VersionDiff>
Track version differences
Sourcepub async fn detect_regressions(
&mut self,
current_model: &str,
baseline_model: &str,
) -> Result<RegressionDetectionResult>
pub async fn detect_regressions( &mut self, current_model: &str, baseline_model: &str, ) -> Result<RegressionDetectionResult>
Detect performance regressions
Sourcepub async fn generate_report(&self) -> Result<DifferentialDebuggingReport>
pub async fn generate_report(&self) -> Result<DifferentialDebuggingReport>
Generate comprehensive differential debugging report
Trait Implementations§
Auto Trait Implementations§
impl Freeze for DifferentialDebugger
impl RefUnwindSafe for DifferentialDebugger
impl Send for DifferentialDebugger
impl Sync for DifferentialDebugger
impl Unpin for DifferentialDebugger
impl UnwindSafe for DifferentialDebugger
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