Struct ActiveLearningSampler

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pub struct ActiveLearningSampler { /* private fields */ }

Expand description

Active learning sampler that selects most informative samples

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impl ActiveLearningSampler

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pub fn new(uncertainty_strategy: UncertaintyStrategy, batch_size: usize) -> Self

Create a new active learning sampler

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pub fn with_diversity(self, diversity_strategy: DiversityStrategy) -> Self

Add diversity sampling to the active learning strategy

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pub fn select_samples<T, D: Dataset<T>>( &self, dataset: &D, predictions: &[Vec<f32>], features: Option<&[Vec<f32>]>, ) -> Result<Vec<usize>>
where T: Clone + Default + Send + Sync + 'static,

Select the most informative samples for active learning

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impl UnwindSafe for ActiveLearningSampler

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impl<T> Any for T
where T: 'static + ?Sized,

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where T: ?Sized,

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