Struct TopologicalConfig

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pub struct TopologicalConfig<F> {
    pub max_dimension: usize,
    pub filtration_config: FiltrationConfig<F>,
    pub persistence_config: PersistenceConfig<F>,
    pub mapper_config: MapperConfig<F>,
    pub multiscale_config: MultiscaleConfig<F>,
    pub inference_config: TopologicalInferenceConfig<F>,
    pub parallel_config: ParallelConfig,
}

Expand description

Configuration for topological data analysis

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§max_dimension: usize

Maximum homology dimension to compute

§filtration_config: FiltrationConfig<F>

Filtration parameters

§persistence_config: PersistenceConfig<F>

Persistent homology settings

§mapper_config: MapperConfig<F>

Mapper algorithm settings

§multiscale_config: MultiscaleConfig<F>

Multi-scale analysis settings

§inference_config: TopologicalInferenceConfig<F>

Statistical inference settings

§parallel_config: ParallelConfig

Parallel processing configuration

Implementations§

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impl<F> TopologicalConfig<F>
where F: Float + NumCast + Copy + Display + SimdUnifiedOps + Send + Sync,

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pub fn topological_machine_learning( &mut self, data: &ArrayView2<'_, F>, _labels: Option<&ArrayView1<'_, F>>, ) -> StatsResult<TopologicalMLResult<F>>

Advanced-advanced topological machine learning with persistent features

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pub fn get_config(&self) -> &TopologicalConfig<F>

Get configuration

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pub fn update_config(&mut self, config: TopologicalConfig<F>)

Update configuration

Trait Implementations§

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impl<F> Clone for TopologicalConfig<F>
where F: Clone,

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fn clone(&self) -> Self

Returns a duplicate of the value. Read more

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

Performs copy-assignment from source. Read more

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impl<F> Debug for TopologicalConfig<F>
where F: Debug,

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

Formats the value using the given formatter. Read more

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impl<F> Default for TopologicalConfig<F>
where F: Float + NumCast + Copy + Display + SimdUnifiedOps + Send + Sync,

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl<F> UnwindSafe for TopologicalConfig<F>
where F: UnwindSafe,

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

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

Performs copy-assignment from self to dest. Read more

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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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impl<T, U> Into for T
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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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self> ⓘ

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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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
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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