CurriculumStrategy

optirs_core::curriculum_optimization

Enum CurriculumStrategy 

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pub enum CurriculumStrategy {
    Linear {
        start_difficulty: f64,
        end_difficulty: f64,
        num_steps: usize,
    },
    Exponential {
        start_difficulty: f64,
        end_difficulty: f64,
        growth_rate: f64,
    },
    PerformanceBased {
        advance_threshold: f64,
        reduce_threshold: f64,
        adjustment_step: f64,
        window_size: usize,
    },
    Custom {
        schedule: HashMap<usize, f64>,
        default_difficulty: f64,
    },
}
Expand description

Curriculum learning strategy

Variants§

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Linear

Linear difficulty progression

Fields

§start_difficulty: f64

Starting difficulty (0.0 to 1.0)

§end_difficulty: f64

Ending difficulty (0.0 to 1.0)

§num_steps: usize

Number of steps to reach end difficulty

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Exponential

Exponential difficulty progression

Fields

§start_difficulty: f64

Starting difficulty (0.0 to 1.0)

§end_difficulty: f64

Ending difficulty (0.0 to 1.0)

§growth_rate: f64

Growth rate

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PerformanceBased

Performance-based curriculum

Fields

§advance_threshold: f64

Threshold for advancing difficulty

§reduce_threshold: f64

Threshold for reducing difficulty

§adjustment_step: f64

Difficulty adjustment step size

§window_size: usize

Window size for performance averaging

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Custom

Custom curriculum with predefined schedule

Fields

§schedule: HashMap<usize, f64>

Difficulty schedule (step -> difficulty)

§default_difficulty: f64

Default difficulty for unspecified steps

Trait Implementations§

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impl Clone for CurriculumStrategy

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fn clone(&self) -> CurriculumStrategy

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for CurriculumStrategy

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

Formats the value using the given formatter. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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