Struct StreamingIsolationForest

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pub struct StreamingIsolationForest { /* private fields */ }

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Streaming Isolation Forest for online anomaly detection

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impl StreamingIsolationForest

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pub fn new( config: IsolationForestConfig, window_size: usize, update_frequency: usize, ) -> Self

Create a new streaming isolation forest

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pub fn process_sample(&mut self, sample: Array1<Float>) -> Result<Float>

Process a new sample and return its anomaly score

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impl UnwindSafe for StreamingIsolationForest

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

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Gets the TypeId of self. Read more

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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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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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