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AdaptiveSampler

scirs2_core::random::advanced_numerical

Struct AdaptiveSampler 

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pub struct AdaptiveSampler { /* private fields */ }
Expand description

Adaptive sampling with dynamic variance tracking

This sampler automatically adjusts sample sizes based on running variance estimates to achieve desired accuracy with minimal computational cost.

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impl AdaptiveSampler

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pub fn new(target_tolerance: f64, max_samples: usize) -> Self

Create a new adaptive sampler

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pub fn with_batch_limits(self, min_batch: usize, max_batch: usize) -> Self

Configure batch size limits

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pub fn sample_until_convergence<F>( &mut self, sampler: F, ) -> Result<AdaptiveResult, String>
where F: FnMut(&mut Random<StdRng>) -> f64,

Sample until convergence or max samples reached

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impl Debug for AdaptiveSampler

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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