Struct math::tensor::matrix::Matrix

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pub struct Matrix<Dtype> { /* private fields */ }

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impl<Dtype> Matrix<Dtype>
where Dtype: Copy + Num,

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pub fn from_vec( v: Vec<Dtype>, num_rows: Unitless, num_columns: Unitless ) -> Matrix<Dtype>

Trait Implementations§

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impl<'a, Dtype: 'a> BorrowTensor<'a, Dtype> for Matrix<Dtype>

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type Output = MatrixView<'a, Dtype>

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fn create_borrowed_tensor( shape: TensorShape, data: &'a TensorStorage<Dtype> ) -> Self::Output

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impl<Dtype: Clone> Clone for Matrix<Dtype>

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fn clone(&self) -> Matrix<Dtype>

Returns a copy 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<Dtype: Debug> Debug for Matrix<Dtype>

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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<Dtype> Display for Matrix<Dtype>
where Dtype: Copy + Num + Display,

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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<'a, Dtype> From<&'a Matrix<Dtype>> for EphemeralView<'a, Dtype>

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fn from(matrix: &'a Matrix<Dtype>) -> Self

Converts to this type from the input type.
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impl<Dtype> HasTensorData<Dtype> for Matrix<Dtype>

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fn data(&self) -> &TensorStorage<Dtype>

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impl<Dtype> HasTensorShape for Matrix<Dtype>

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fn shape(&self) -> &TensorShape

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impl<Dtype> Index<[i64; 2]> for Matrix<Dtype>
where Dtype: Copy + Num,

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type Output = Dtype

The returned type after indexing.
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fn index(&self, index: [Unitless; 2]) -> &Self::Output

Performs the indexing (container[index]) operation. Read more
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impl<Dtype> IndexMut<[i64; 2]> for Matrix<Dtype>
where Dtype: Copy + Num,

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fn index_mut(&mut self, index: [Unitless; 2]) -> &mut Self::Output

Performs the mutable indexing (container[index]) operation. Read more
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impl<Dtype> MatrixTrait<Dtype> for Matrix<Dtype>

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fn num_rows(&self) -> Unitless

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fn num_columns(&self) -> Unitless

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impl<Dtype: PartialEq> PartialEq for Matrix<Dtype>

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fn eq(&self, other: &Matrix<Dtype>) -> bool

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

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl<Dtype: Eq> Eq for Matrix<Dtype>

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impl<Dtype> StructuralEq for Matrix<Dtype>

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impl<Dtype> StructuralPartialEq for Matrix<Dtype>

Auto Trait Implementations§

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impl<Dtype> RefUnwindSafe for Matrix<Dtype>
where Dtype: RefUnwindSafe,

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impl<Dtype> Send for Matrix<Dtype>
where Dtype: Send,

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impl<Dtype> Sync for Matrix<Dtype>
where Dtype: Sync,

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impl<Dtype> Unpin for Matrix<Dtype>
where Dtype: Unpin,

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impl<Dtype> UnwindSafe for Matrix<Dtype>
where Dtype: 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> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<Dtype, T> HasTensorShapeData<Dtype> for T
where T: HasTensorShape + HasTensorData<Dtype>,

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fn coord_to_index(&self, coord: &[Unitless]) -> Unitless

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impl<Dtype, T> IndexableMatrix<Dtype> for T
where Dtype: Copy + Num, T: MatrixTrait<Dtype> + IndexableTensor<Dtype>,

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fn matmul<R>(&self, other: &R) -> Matrix<Dtype>
where R: MatrixTrait<Dtype> + IndexableTensor<Dtype>,

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impl<Dtype, T> IndexableTensor<Dtype> for T
where T: HasTensorShapeData<Dtype>, Dtype: Copy,

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fn at<T: AsRef<[Unitless]>>(&self, coord: T) -> Dtype

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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<'a, Dtype, T> MatrixTranspose<'a, Dtype> for T
where Dtype: 'a, T: HasTensorShapeData<Dtype> + BorrowTensor<'a, Dtype>,

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fn t(&'a self) -> <Self as BorrowTensor<'a, Dtype>>::Output

Reverses the axes.
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fn transpose( &'a self, axes: Vec<AxisIndex> ) -> <Self as BorrowTensor<'a, Dtype>>::Output

Arguments 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> 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> ToString for T
where T: Display + ?Sized,

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default fn to_string(&self) -> String

Converts the given value to a String. 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