concision_core

Struct XavierUniform

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pub struct XavierUniform<T>
where
    T: SampleUniform,
{ /* private fields */ }
Expand description

Uniform Xavier initializers use a uniform distribution to initialize the weights of a neural network within a given range.

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impl<T> XavierUniform<T>
where T: SampleUniform,

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pub fn new(inputs: usize, outputs: usize) -> Result<XavierUniform<T>, InitError>
where T: Float + FromPrimitive,

Trait Implementations§

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impl<T> Clone for XavierUniform<T>
where T: Clone + SampleUniform, <T as SampleUniform>::Sampler: Clone,

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fn clone(&self) -> XavierUniform<T>

Returns a duplicate of the value. Read more
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const fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<T> Distribution<T> for XavierUniform<T>
where T: Float + SampleUniform,

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fn sample<R>(&self, rng: &mut R) -> T
where R: RngCore + ?Sized,

Generate a random value of T, using rng as the source of randomness.
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fn sample_iter<R>(self, rng: R) -> Iter<Self, R, T> ⓘ
where R: Rng, Self: Sized,

Create an iterator that generates random values of T, using rng as the source of randomness. Read more
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fn map<F, S>(self, func: F) -> Map<Self, F, T, S>
where F: Fn(T) -> S, Self: Sized,

Map sampled values to type S Read more
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impl<T> PartialEq for XavierUniform<T>
where T: PartialEq + SampleUniform, <T as SampleUniform>::Sampler: PartialEq,

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fn eq(&self, other: &XavierUniform<T>) -> bool

Tests for self and other values to be equal, and is used by ==.
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const fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl<T> Copy for XavierUniform<T>
where T: Copy + SampleUniform, <T as SampleUniform>::Sampler: Copy,

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impl<T> Eq for XavierUniform<T>
where T: Eq + SampleUniform, <T as SampleUniform>::Sampler: Eq,

Auto Trait Implementations§

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impl<T> Freeze for XavierUniform<T>
where <T as SampleUniform>::Sampler: Freeze,

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impl<T> RefUnwindSafe for XavierUniform<T>
where <T as SampleUniform>::Sampler: RefUnwindSafe,

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impl<T> Send for XavierUniform<T>
where <T as SampleUniform>::Sampler: Send,

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impl<T> Sync for XavierUniform<T>
where <T as SampleUniform>::Sampler: Sync,

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impl<T> Unpin for XavierUniform<T>
where <T as SampleUniform>::Sampler: Unpin,

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impl<T> UnwindSafe for XavierUniform<T>
where <T as SampleUniform>::Sampler: 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> CallInPlace<T> for T
where T: CallInto<T>,

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fn call_inplace<F>(&mut self, f: F) -> <T as CallInto<T>>::Output
where F: FnMut(&mut T) -> <T as CallInto<T>>::Output,

The call_on_mut method allows an object to be passed onto a function that takes a mutable reference to the object. This is useful for cases where you want to perform an operation on an object and mutate it in the process.
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impl<T> CallInto<T> for T

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type Output = T

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fn call_into<F>(self, f: F) -> <T as CallInto<T>>::Output
where F: FnOnce(T) -> <T as CallInto<T>>::Output,

The call_into method allows an object to be passed into a function that takes ownership of the object. This is useful for cases where you want to perform an operation on an object and consume it in the process.
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impl<T> CallOn<T> for T
where T: CallInto<T>,

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fn call_on<F>(&self, f: F) -> <T as CallInto<T>>::Output
where F: FnMut(&T) -> <T as CallInto<T>>::Output,

The call_on method allows an object to be passed onto a function that takes a reference to the object. This is useful for cases where you want to perform an operation on an object without needing to extract it from a container or context.
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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> 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