Struct NeuralNetwork

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pub struct NeuralNetwork<T>where
    T: Float + AddAssign + Display + Send,
{ /* private fields */ }

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impl<T> NeuralNetwork<T>
where T: Float + AddAssign + Display + Send,

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pub unsafe fn new(topology: &Topology<T>) -> NeuralNetwork<T>

Instantiates a new Neural Network from a Topology

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If the Topology is ill-formed, it will result in pointer overflow. Topologies generated by this crate are guaranteed to be safe.

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pub fn compute(&mut self, inputs: &[T]) -> Vec<T>

Computes the Neural Network based on the inputs and returns the output into a Vec

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pub unsafe fn compute_buffer(&mut self, inputs: &[T], output_buffer: &mut [T])

Computes the output into a buffer to prevent allocation

§Safety

The output buffer must be of the same size as the output layer

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pub fn reset_state(&mut self)

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pub fn from_string(serialized: &str) -> NeuralNetwork<T>

Trait Implementations§

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impl<T> Clone for NeuralNetwork<T>
where T: Float + AddAssign + Display + Send,

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

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<T> Debug for NeuralNetwork<T>
where T: Float + AddAssign + Display + Send + 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<T> PartialEq for NeuralNetwork<T>
where T: Float + AddAssign + Display + Send,

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fn eq(&self, other: &Self) -> bool

Tests for self and other values to be equal, and is used by ==.

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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> Send for NeuralNetwork<T>
where T: Float + AddAssign + Display + Send,

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impl<T> Sync for NeuralNetwork<T>
where T: Float + AddAssign + Display + Send,

Auto Trait Implementations§

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impl<T> UnwindSafe for NeuralNetwork<T>
where T: UnwindSafe + RefUnwindSafe,

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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