Tensor<T> Methods
Methods
Abs | Computes the absolute value of the elements of a tensor in place. |
Acosh | Computes the inverse hyperbolic cosine of the elements of a tensor in place. |
Acos | Computes the inverse cosine of the elements of a tensor in place. |
Add | Adds a tensor and a scalar in-place. |
Add | Adds two tensors in place. |
Add | Multiplies two tensors elementwise and multiplies the result by a third in place. |
All<TPredicate>(TPredicate, Tensor<Boolean>, Boolean) | Computes whether all elements of the tensor satisfy the specified predicate. |
All<TPredicate>(TPredicate, Axes, Tensor<Boolean>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes whether all elements of the tensor along the specified axis satisfy the specified predicate. |
And | Computes the bitwise and of a tensor and a scalar in-place. |
And | Computes the bitwise and of two tensors in place. |
Any<TPredicate>(TPredicate, Tensor<Boolean>, Boolean) | Computes whether any elements of the tensor satisfy the specified predicate. |
Any<TPredicate>(TPredicate, Axes, Tensor<Boolean>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes whether any elements of the tensor along the specified axis satisfy the specified predicate. |
As<U>() | Casts the tensor as a tensor of the specified type. |
As<U, TTransform>() | Casts the tensor as a tensor of the specified type. |
Asinh | Computes the inverse hyperbolic sine of the elements of a tensor in place. |
Asin | Computes the inverse sine of the elements of a tensor in place. |
AsMatrix | Returns the tensor as a matrix. |
AsVector | Returns the tensor as a vector. |
Atan2In | Computes the inverse tangent of the elements of a tensor and a scalar. in-place. |
Atan2In | Computes the inverse tangent of the elements of two tensors in place. |
Atanh | Computes the inverse hyperbolic tangent of the elements of a tensor in place. |
Atan | Computes the inverse tangent of the elements of a tensor in place. |
Broadcast | Broadcasts the current tensor into the specified shape |
Cbrt | Computes the cube root of the elements of a tensor in place. |
Ceiling | Computes the smallest integer that is not greater than the elements of a tensor in place. |
Clamp | Computes the values of a tensor clamped by the corresponding values of two other tensors in place. |
Clone | Returns a tensor of the same shape and order of elements as this tensor. |
Clone | Returns a tensor of the same shape and order of elements as this tensor. |
Copy | Returns a copy of the tensor. |
Copy | Copies the contents of this tensor to another tensor. |
Copy | Copies the contents of this tensor to another tensor. |
Cosh | Computes the hyperbolic cosine of the elements of a tensor in place. |
Cos | Computes the cosine of the elements of a tensor in place. |
Cumulative | Computes the cumulative product of the elements of a tensor in place. |
Cumulative | Computes the cumulative sum of the elements of a tensor in place. |
Divide | Divides a tensor by a scalar in-place. |
Divide | Divides one tensor by another in place. |
Equals( | Determines whether the specified object is equal to the current object. (Overrides Object.Equals(Object)) |
Equals( | Indicates whether the current object is equal to another object of the same type. |
Equals( | Determines whether an object is structurally equal to the current instance. |
Exp10In | Computes the exponential function (base 10) of the elements of a tensor in place. |
Exp2In | Computes the exponential function (base 2) of the elements of a tensor in place. |
Exp | Computes the exponential function of the elements of a tensor in place. |
Exp | Computes the exponential function of the elements of a tensor in place. |
Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object) |
Find() | Gets the linearized indexes of the elements of the tensor that are not zero. |
Find( | Gets the linearized indexes where the elements of the tensor satisfy the specified predicate. |
Floor | Computes the largest integer that is not less than the elements of a tensor in place. |
Get | Gets the elements on the diagonal of a 2-dimensional tensor. |
Get | Gets an enumerator for the tensor. |
Get |
Returns the hash code for this tensor.
(Overrides Object.GetHashCode()) |
Get | Gets the length of the tensor along the specified axis. |
Get | Gets the length of the tensor along the specified axis. |
Get | Gets a sequence of the matrices formed by the last two dimensions of the tensor. |
Get | Gets the Type of the current instance. (Inherited from Object) |
Get | Gets the value at the specified position in a 1D tensor. |
Get | Gets the element at the specified position. |
Get | Gets the value at the specified index in a 1D tensor. |
Get | Gets the element at the specified position. |
Get | Gets the element at the specified position. |
Get | Gets the element at the specified position. |
Get | Gets the value at the specified position in a 2D tensor. |
Get | Gets the value at the specified position in a 2D tensor. |
Get | Gets the value at the specified position in a 3D tensor. |
Get | Gets the value at the specified position in a 2D tensor. |
Get | Gets the value at the specified position in a 4D tensor. |
Get | Gets the value at the specified position in a 4D tensor. |
Get | Gets the element at the specified position. |
Hypot | Computes the square root of the sum of the squares of the elements of a tensor and a scalar. in-place. |
Hypot | Computes the square root of the sum of the squares of the elements of two tensors in place. |
Insert | Inserts a singleton dimension at the specified position. |
Insert | Inserts a singleton dimension at the specified position. |
Left | Shifts the elements of a tensor to the left. in-place. |
Left | Shifts the elements of a tensor to the left in place. |
Log10In | Computes the base 10 logarithm of the elements of a tensor in place. |
Log1p | Computes the logarithm of the elements of a tensor in place. |
Log2In | Computes the base 2 logarithm of the elements of a tensor in place. |
Log | Computes the logarithm of the elements of a tensor in place. |
Log | Computes the logarithm of the elements of a tensor to base a scalar. in-place. |
Log | Computes the logarithm of the elements of a tensor in the base specified by another tensor in place. |
Map<TResult> | Applies a function to the elements of the tensor and returns the result in a second tensor. |
Map | Applies a function to the elements of a tensor in-place. |
Max | Computes the maximum of the elements of a tensor and a scalar. in-place. |
Max | Computes the largest of corresponding elements of two tensors in place. |
Max | Computes the maximum of the elements of a tensor and a scalar. in-place. |
Max | Computes the largest of corresponding elements of two tensors without propagating NaN's (where applicable) in place. |
Memberwise | Creates a shallow copy of the current Object. (Inherited from Object) |
Min | Computes the minimum of the elements of a tensor and a scalar. in-place. |
Min | Computes the smallest of corresponding elements of two tensors in place. |
Min | Computes the minimum of the elements of a tensor and a scalar. in-place. |
Min | Computes the smallest of corresponding elements of two tensors without propagating NaN's (where applicable) in place. |
Modulus | Computes the remainder after dividing a tensor by a scalar in-place. |
Modulus | Returns the remainder after dividing one tensor by another in place. |
Move | Moves a set of axes to new positions in a tensor. |
Move | Moves a set of axes to new positions in a tensor. |
Move | Moves a set of axes to new positions in a tensor. |
Move | Moves a set of axes to new positions in a tensor. |
Move | Moves an axis to a new position in a tensor. |
Multiply | Multiplies a tensor and a scalar in-place. |
Multiply | Multiplies two tensors in place. |
Multiply | Adds two tensors and multiplies the result elementwise by a third in place. |
Negate | Negates a tensor in place. |
Not | Computes the bitwise complement of a tensor in place. |
OrIn | Computes the bitwise or of a tensor and a scalar in-place. |
OrIn | Computes the bitwise or of two tensors in place. |
Pow | Raises the elements of a tensor to an integer power. in-place. |
Pow | Raises the elements of a tensor to a power. in-place. |
Pow | Raises the elements of a tensor to a power in place. |
Pow | Raises the elements of a tensor to an integer power in place. |
Reciprocal | Computes the reciprocal of the elements of a tensor in place. |
Remove | Returns a tensor with the same values but with the specified unit dimension removed. |
Remove | Returns a tensor with the same values but with the specified unit dimension removed. |
Reshape(Int32[]) | Reshapes the tensor to have the specified dimensions. |
Reshape( | Reshapes the tensor to have the specified dimensions. |
Right | Shifts the elements of a tensor to the right. in-place. |
Right | Shifts the elements of a tensor to the right in place. |
Root | Computes the n-th root of a the elements of a tensor in-place. |
Root | Computes the n-th root of the elements of a tensor in place. |
Round | Rounds the elements of a tensor to the specified number of digits. in-place. |
Round | Rounds the elements of a tensor to the specified number of digits in place. |
Set | Sets all elements of the tensor to the specified value. |
Set | Sets the value at the specified index in a 1D tensor. |
Set | Sets the element at the specified position to the specified value. |
Set | Sets the value at the specified index in a 1D tensor. |
Set | Sets the element at the specified position to the specified value. |
Set | Sets the element at the specified position to the specified value. |
Set | Sets the element at the specified position to the specified value. |
Set | Sets the value at the specified position in a 2D tensor. |
Set | Sets the value at the specified position in a 2D tensor. |
Set | Sets the value at the specified position in a 3D tensor. |
Set | Sets the value at the specified position in a 3D tensor. |
Set | Sets the value at the specified position in a 4D tensor. |
Set | Sets the value at the specified position in a 4D tensor. |
Set | Sets the element at the specified linear position to the specified value. |
Sinh | Computes the hyperbolic sine of the elements of a tensor in place. |
Sin | Computes the sine of the elements of a tensor in place. |
Sort | Sorts the elements of a tensor in place. |
Sort | Sorts the elements of a tensor in place. |
Sqrt | Computes the square root of the elements of a tensor in place. |
Subtract | Subtracts a scalar from a scalar in-place. |
Subtract | Subtracts one tensor from another in place. |
Swap | Interchanges two axes of the tensor. |
Swap | Interchanges two axes of the tensor. |
Tanh | Computes the hyperbolic tangent of the elements of a tensor in place. |
Tan | Computes the tangent of the elements of a tensor in place. |
ToArray | Gets the elements of the tensor as an array in the specified order. |
ToString() | Returns a string that represents the current object. (Overrides Object.ToString()) |
ToString( | Converts the numeric value of this tensor instance to its equivalent string representation, using the specified format. |
ToString( | Returns a String representation of this tensor. |
Transform<TResult>(Func<T, TResult>) | Returns a tensor that lazily applies the specified operation to each element of the current tensor. |
Transform<TTransformation, TResult>(TTransformation) | Returns a tensor that lazily applies the specified operation to each element of the current tensor. |
Transpose | Swaps the last two dimensions of the tensor and returns the result. |
Truncate | Truncates the elements of a tensor to the nearest integer in place. |
Xor | Computes the bitwise xor of a tensor and a scalar in-place. |
Xor | Computes the bitwise xor of two tensors in place. |
Extension Methods
Absolute |
Computes the element with the largest absolute value of a tensor.
(Defined by Tensor) |
Absolute |
Computes the element with the largest absolute value of a tensor.
(Defined by Tensor) |
Absolute |
Computes the index of the elements of a tensor with the largest absolute value
along the specified axis.
(Defined by Tensor) |
Absolute |
Computes the element with the smallest absolute value of a tensor.
(Defined by Tensor) |
Absolute |
Computes the element with the smallest absolute value of a tensor.
(Defined by Tensor) |
Absolute |
Computes the index of the elements of a tensor with the smallest absolute value
along the specified axis.
(Defined by Tensor) |
Correlation<T> |
Computes the correlation of the corresponding elements of two tensors.
(Defined by Tensor) |
Cosine |
Computes the cosine similarity of the corresponding elements of two tensors.
(Defined by Tensor) |
Covariance<T> |
Computes the covariance of the corresponding elements of two tensors.
(Defined by Tensor) |
Dot |
Computes the dot product of the corresponding elements of two tensors.
(Defined by Tensor) |
Euclidean |
Computes the Euclidean distance of the corresponding elements of two tensors.
(Defined by Tensor) |
Group<T> |
Returns a grouping by the unique elements in a sequence.
(Defined by Grouping) |
Group<T> |
Returns a grouping by the unique elements in a sequence
using the specified comparer to determine equality.
(Defined by Grouping) |
Max<T> |
Computes the maxima of the elements of a tensor
along the specified axis.
(Defined by Tensor) |
Max |
Computes the index of the largest elements of a tensor
along the specified axis.
(Defined by Tensor) |
Max |
Computes the largest element of a tensor.
(Defined by Tensor) |
Max |
Computes the largest element of a tensor.
(Defined by Tensor) |
Mean<T> |
Computes the mean of the elements of a tensor.
(Defined by Tensor) |
Mean<T> |
Computes the mean of the elements of a tensor.
(Defined by Tensor) |
Median<T> |
Computes the mean of the elements of a tensor.
(Defined by Tensor) |
Median<T> |
Computes the mean of the elements of a tensor.
(Defined by Tensor) |
Min<T> |
Computes the minima of the elements of a tensor
along the specified axis.
(Defined by Tensor) |
Min |
Computes the index of the smallest elements of a tensor
along the specified axis.
(Defined by Tensor) |
Min |
Computes the smallest element of a tensor.
(Defined by Tensor) |
Min |
Computes the smallest element of a tensor.
(Defined by Tensor) |
Norm<T> |
Computes the two-norm of the elements of a tensor.
(Defined by Tensor) |
Norm<T> |
Computes the two-norm of the elements of a tensor.
(Defined by Tensor) |
One |
Computes the sum of the absolute values of the elements of a tensor.
(Defined by Tensor) |
One |
Computes the sum of the absolute values of the elements of a tensor.
(Defined by Tensor) |
Product<T> |
Computes the product of the elements of a tensor.
(Defined by Tensor) |
Product<T> |
Computes the product of the elements of a tensor.
(Defined by Tensor) |
Standard |
Returns the standard deviation of the elements of a sequence.
(Defined by Stats) |
Standard |
Computes the standard deviation of the elements of a tensor.
(Defined by Tensor) |
Standard |
Computes the standard deviation of the elements of a tensor.
(Defined by Tensor) |
Sum<T> |
Computes the sum of the sequence of values.
(Defined by ArrayMath) |
Sum<T> |
Computes the sum of the elements of a tensor.
(Defined by Tensor) |
Sum<T> |
Computes the sum of the elements of a tensor.
(Defined by Tensor) |
Sum<T, U> |
Computes the sum of the sequence of values that are obtained
by invoking a transform function on each element of the input sequence.
(Defined by ArrayMath) |
Sum<T, T2, U> |
Computes the sum of the sequence of values that are obtained
by invoking a transform function on each pair of elements of
the input sequences.
(Defined by ArrayMath) |
Variance<T> |
Computes the variance of the elements of a tensor.
(Defined by Tensor) |
Variance<T> |
Computes the variance of the elements of a tensor.
(Defined by Tensor) |