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VectorBuilder

Struct VectorBuilder 

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pub struct VectorBuilder { /* private fields */ }
Expand description

Fluent builder for vector operations

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impl VectorBuilder

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pub fn new() -> Self

Create a new vector builder

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pub fn from_slice(data: &[f32]) -> Self

Create a vector builder from existing data

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pub fn with_simd_storage(capacity: usize) -> Self

Create a vector builder with SIMD-aligned storage

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pub fn safe(self) -> Self

Enable safe mode with bounds checking and overflow detection

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pub fn push(self, value: f32) -> Self

Add elements to the vector

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pub fn extend(self, values: &[f32]) -> Self

Add multiple elements to the vector

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pub fn fill(self, size: usize, value: f32) -> Self

Fill the vector with a value

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pub fn range(self, start: f32, end: f32, step: f32) -> Self

Create a range of values

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pub fn linspace(self, start: f32, end: f32, num: usize) -> Self

Create a linearly spaced vector

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pub fn scale(self, factor: f32) -> Self

Scale all elements by a factor

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pub fn add_scalar(self, value: f32) -> Self

Add a scalar to all elements

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pub fn map<F>(self, f: F) -> Self
where F: Fn(f32) -> f32,

Apply element-wise operation

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pub fn normalize(self) -> Self

Normalize the vector

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pub fn dot(&self, other: &[f32]) -> f32

Calculate dot product with another vector

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pub fn distance_to(&self, other: &[f32], metric: DistanceMetric) -> f32

Calculate distance to another vector

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pub fn activate(self, activation: ActivationFunction) -> Self

Apply activation function

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pub fn stats(&self) -> VectorStats

Get statistics about the vector

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pub fn build(self) -> Vec<f32>

Build the final vector

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pub fn build_simd(self) -> SimdVec<f32>

Build into a SIMD-aligned vector

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pub fn as_slice(&self) -> &[f32]

Get a reference to the underlying data

Trait Implementations§

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impl Clone for VectorBuilder

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fn clone(&self) -> VectorBuilder

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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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 Default for VectorBuilder

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fn default() -> Self

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

Auto Trait 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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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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<U> 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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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

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

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V