Struct AutoML

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pub struct AutoML { /* private fields */ }

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AutoML pipeline

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impl AutoML

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pub fn new(config: AutoMLConfig) -> Self

Create a new AutoML pipeline

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pub fn fit(&mut self, X: &Tensor, y: &Tensor, task: TaskType)

Fit the AutoML pipeline

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pub fn best_model(&self) -> Option<&TrainedModel>

Get the best model found

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pub fn all_models(&self) -> &[TrainedModel]

Get all trained models

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pub fn leaderboard(&self) -> Vec<(ModelType, f32)>

Get leaderboard of models

Auto Trait Implementations§

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impl UnwindSafe for AutoML

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

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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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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where F: FnOnce(&Self) -> bool,

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

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