pub struct TrainingVisualizer<F: Float + Debug> { /* private fields */ }Expand description
Training metrics visualizer
Implementations§
Source§impl<F: Float + Debug + 'static + FromPrimitive + Send + Sync> TrainingVisualizer<F>
impl<F: Float + Debug + 'static + FromPrimitive + Send + Sync> TrainingVisualizer<F>
Sourcepub fn new(config: VisualizationConfig) -> Self
pub fn new(config: VisualizationConfig) -> Self
Create a new training visualizer
Sourcepub fn add_metrics(&mut self, metrics: TrainingMetrics<F>)
pub fn add_metrics(&mut self, metrics: TrainingMetrics<F>)
Add training metrics for visualization
Sourcepub fn visualize_training_curves(&self) -> Result<Vec<PathBuf>>
pub fn visualize_training_curves(&self) -> Result<Vec<PathBuf>>
Generate training curves visualization
Sourcepub fn get_metrics_history(&self) -> &[TrainingMetrics<F>]
pub fn get_metrics_history(&self) -> &[TrainingMetrics<F>]
Get the current metrics history
Sourcepub fn clear_history(&mut self)
pub fn clear_history(&mut self)
Clear the metrics history
Sourcepub fn add_plot(&mut self, name: String, config: PlotConfig)
pub fn add_plot(&mut self, name: String, config: PlotConfig)
Add a custom plot configuration
Sourcepub fn remove_plot(&mut self, name: &str) -> Option<PlotConfig>
pub fn remove_plot(&mut self, name: &str) -> Option<PlotConfig>
Remove a plot configuration
Sourcepub fn update_config(&mut self, config: VisualizationConfig)
pub fn update_config(&mut self, config: VisualizationConfig)
Update the visualization configuration
Auto Trait Implementations§
impl<F> Freeze for TrainingVisualizer<F>
impl<F> RefUnwindSafe for TrainingVisualizer<F>where
F: RefUnwindSafe,
impl<F> Send for TrainingVisualizer<F>where
F: Send,
impl<F> Sync for TrainingVisualizer<F>where
F: Sync,
impl<F> Unpin for TrainingVisualizer<F>where
F: Unpin,
impl<F> UnwindSafe for TrainingVisualizer<F>where
F: UnwindSafe,
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read more