Struct KnowledgeDistillationTrainer

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pub struct KnowledgeDistillationTrainer { /* private fields */ }

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Knowledge distillation trainer

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impl KnowledgeDistillationTrainer

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pub fn new(temperature: Float, alpha: Float, beta: Float) -> Self

Create new knowledge distillation trainer

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pub fn distill<Teacher, Student>( &self, teachers: &[Teacher], student: Student, x_train: &Array2<Float>, y_train: &Array1<Int>, ) -> Result<Student>
where Teacher: PredictProba<Array2<Float>, Array2<Float>>, Student: Clone,

Train student model using teacher ensemble

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impl UnwindSafe for KnowledgeDistillationTrainer

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impl<T> Any for T
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fn from(t: T) -> T

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fn into(self) -> U

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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 more

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