Tensor Back End Class
Represents a back end for tensor operations.
Definition
Namespace: Numerics.NET.Tensors
Assembly: Numerics.NET.Tensors (in Numerics.NET.Tensors.dll) Version: 9.0.1
C#
Assembly: Numerics.NET.Tensors (in Numerics.NET.Tensors.dll) Version: 9.0.1
public abstract class TensorBackEnd
- Inheritance
- Object → TensorBackEnd
Constructors
Tensor | Initializes a new instance of the TensorBackEnd class |
Properties
Default | Gets the current default back end. |
Name | Gets the name of the back end. |
Standard | Gets the standard back end. |
Methods
Abs<T> | Computes the absolute value of the elements of a tensor. |
Abs | Computes the absolute value of the elements of a tensor in place. |
Absolute | Computes the element with the largest absolute value of a tensor. |
Absolute | Computes the element with the largest absolute value of a tensor. |
Absolute | Computes the index of the element with the largest absolute value of a tensor. |
Absolute | Computes the element with the smallest absolute value of a tensor. |
Absolute | Computes the element with the smallest absolute value of a tensor. |
Absolute | Computes the index of the element with the smallest absolute value of a tensor. |
Acos<T> | Computes the inverse cosine of the elements of a tensor. |
Acosh<T> | Computes the inverse hyperbolic cosine of the elements of a tensor. |
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<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Adds a tensor and a scalar. |
Add<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Adds two tensors. |
Add<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Adds a scalar and a tensor. |
Add | Adds a tensor and a scalar in-place. |
Add | Adds two tensors in place. |
All( | Returns whether all elements of a boolean tensor are true. |
All( | Computes whether all elements of a boolean tensor along the specified axis are true. |
All<T, TPredicate>(TPredicate, Tensor<T>, Tensor<Boolean>, Boolean) | Returns whether all elements of a boolean tensor satisfy a predicate. |
All<T, TPredicate>(TPredicate, Tensor<T>, Axes, Tensor<Boolean>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes whether all elements of a boolean tensor along the specified axis satisfy a predicate. |
All<T1, T2, TPredicate>(TPredicate, Tensor<T1>, Tensor<T2>, Tensor<Boolean>) | Returns whether all elements of a pair of tensors satisfy a predicate. |
And<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the bitwise and of a tensor and a scalar. |
And<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the bitwise and of two tensors. |
And<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the bitwise and of a scalar and a tensor. |
And | Computes the bitwise and of a tensor and a scalar in-place. |
And | Computes the bitwise and of two tensors in place. |
Any( | Returns whether any elements of a boolean tensor are true. |
Any( | Computes whether any elements of a boolean tensor along the specified axis are true. |
Any<T, TPredicate>(TPredicate, Tensor<T>, Tensor<Boolean>, Boolean) | Returns whether any elements of a tensor satisfy a predicate. |
Any<T, TPredicate>(TPredicate, Tensor<T>, Axes, Tensor<Boolean>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes whether any elements of a tensor along the specified axis satisfy a predicate. |
Any<T1, T2, TPredicate>(TPredicate, Tensor<T1>, Tensor<T2>, Tensor<Boolean>) | Returns whether any elements of a pair of tensors satisfy a predicate. |
Asin<T> | Computes the inverse sine of the elements of a tensor. |
Asinh<T> | Computes the inverse hyperbolic sine of the elements of a tensor. |
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. |
Atan<T> | Computes the inverse tangent of the elements of a tensor. |
Atan2<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the inverse tangent of the elements of a tensor and a scalar.. |
Atan2<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the inverse tangent of the elements of two tensors. |
Atan2<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the inverse tangent of a scalar and the elements of a tensor.. |
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<T> | Computes the inverse hyperbolic tangent of the elements of a tensor. |
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. |
Ceiling<T> | Computes the smallest integer that is not greater than the elements of a tensor. |
Ceiling | Computes the smallest integer that is not greater than the elements of a tensor in place. |
Copy<T> | Copies the elements of one tensor to another, or to a new tensor. |
Copy | Copies the elements of one tensor to another, or to a new tensor. |
Correlation<T>(Tensor<T>, Tensor<T>, Tensor<Boolean>, Boolean) | Computes the correlation of the corresponding elements of two tensors. |
Correlation<T>(Tensor<T>, Tensor<T>, Axes, Tensor<T>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes the correlation of the corresponding elements of two tensors. |
Cos<T> | Computes the cosine of the elements of a tensor. |
Cosh<T> | Computes the hyperbolic cosine of the elements of a tensor. |
Cosh | Computes the hyperbolic cosine of the elements of a tensor in place. |
Cosine | Computes the cosine similarity of the corresponding elements of two tensors. |
Cosine | Computes the cosine similarity of the corresponding elements of two tensors. |
Cos | Computes the cosine of the elements of a tensor in place. |
Covariance<T>(Tensor<T>, Tensor<T>, Tensor<Boolean>, Boolean) | Computes the covariance of the corresponding elements of two tensors. |
Covariance<T>(Tensor<T>, Tensor<T>, Axes, Tensor<T>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes the covariance of the corresponding elements of two tensors. |
Create<T>(Int32[]) | Constructs a new 3D tensor with the specified dimensions. |
Create<T>(TensorShape, TensorElementOrder) | Constructs a new tensor with the specified shape. |
Create | Constructs a new dense tensor of the specifed dimensions, wrapping existing backing memory for the contents. |
Create | Constructs a new dense tensor of the specifed dimensions, wrapping existing backing memory for the contents. |
Cumulative | Computes the cumulative product of the elements of a tensor. |
Cumulative | Computes the cumulative product of the elements of a tensor in place. |
Cumulative | Computes the cumulative sum of the elements of a tensor. |
Cumulative | Computes the cumulative sum of the elements of a tensor in place. |
Divide<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Divides a tensor by a scalar. |
Divide<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Divides one tensor by another. |
Divide<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Divides a scalar by a tensor. |
Divide | Divides a tensor by a scalar in-place. |
Divide | Divides one tensor by another in place. |
Dot | Computes the dot product of the corresponding elements of two tensors. |
Dot | Computes the dot product of the corresponding elements of two tensors. |
Equals | Determines whether the specified object is equal to the current object. (Inherited from Object) |
Equal | Compares a tensor and a scalar for equality.. |
Equal | Compares two tensors elementwise for equality. |
Equal | Compares a scalar and a tensor for equality.. |
Euclidean | Computes the Euclidean distance of the corresponding elements of two tensors. |
Euclidean | Computes the Euclidean distance of the corresponding elements of two tensors. |
Exp<T> | Computes the exponential function of the elements of a tensor. |
Exp10<T> | Computes the exponential function (base 10) of the elements of a tensor. |
Exp10In | Computes the exponential function (base 10) of the elements of a tensor in place. |
Exp2<T> | Computes the exponential function (base 2) of the elements of a tensor. |
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. |
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) |
Floor<T> | Computes the largest integer that is not less than the elements of a tensor. |
Floor | Computes the largest integer that is not less than the elements of a tensor in place. |
Get | Serves as the default hash function. (Inherited from Object) |
Get | Gets the Type of the current instance. (Inherited from Object) |
Greater | Returns whether the elements of a tensor are greater than a scalar.. |
Greater | Returns whether the elements of one tensor are greater than the corresponding elements of another tensor.. |
Greater | Returns whether a scalar are greater than the elements of a tensor.. |
Greater | Returns whether the elements of a tensor are greater than or equal to a scalar.. |
Greater | Returns whether the elements of one tensor are less than or equal to the corresponding elements of another tensor.. |
Greater | Returns whether a scalar are greater than or equal to the elements of a tensor.. |
Hypot<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the square root of the sum of the squares of the elements of a tensor and a scalar.. |
Hypot<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the square root of the sum of the squares of the elements of two tensors. |
Hypot<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the square root of the sum of the squares of a scalar and the elements of a tensor.. |
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. |
If<T> | Selects the elements of one of two tensors based on a condition. |
Left | Shifts the elements of a tensor to the left. |
Left | Shifts the elements of a tensor to the left.. |
Left | Shifts a scalar to the left.. |
Left | Shifts the elements of a tensor to the left in place. |
Left | Shifts the elements of a tensor to the left. in-place. |
Less | Returns whether the elements of a tensor are less than a scalar.. |
Less | Returns whether the elements of one tensor are less than the corresponding elements of another tensor.. |
Less | Returns whether a scalar are less than the elements of a tensor.. |
Less | Returns whether the elements of a tensor are less than or equal to a scalar.. |
Less | Returns whether the elements of one tensor are less than or equal to the corresponding elements of another tensor.. |
Less | Returns whether a scalar are less than or equal to the elements of a tensor.. |
Log<T> | Computes the logarithm of the elements of a tensor. |
Log10<T> | Computes the base 10 logarithm of the elements of a tensor. |
Log10In | Computes the base 10 logarithm of the elements of a tensor in place. |
Log1p<T> | Computes the logarithm of the elements of a tensor. |
Log1p | Computes the logarithm of the elements of a tensor in place. |
Log2<T> | Computes the base 2 logarithm of the elements of a tensor. |
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. |
Max<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the maximum of the elements of a tensor and a scalar.. |
Max<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the largest of corresponding elements of two tensors. |
Max<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the maximum of a scalar and the elements of a tensor.. |
Max | Computes the index of the largest element of a tensor. |
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.. |
Max | Computes the largest of corresponding elements of two tensors without propagating NaN's (where applicable). |
Max | Computes the maximum of a scalar and the elements of a tensor.. |
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. |
Max | Computes the largest element of a tensor. |
Max | Computes the largest element of a tensor. |
Mean<T>(Tensor<T>, Tensor<Boolean>, Boolean) | Computes the mean of the elements of a tensor. |
Mean<T>(Tensor<T>, Axes, Tensor<T>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes the mean of the elements of a tensor. |
Median<T>(Tensor<T>, Tensor<Boolean>, Boolean) | Computes the mean of the elements of a tensor. |
Median<T>(Tensor<T>, Axes, Tensor<T>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes the mean of the elements of a tensor. |
Memberwise | Creates a shallow copy of the current Object. (Inherited from Object) |
Min<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the minimum of the elements of a tensor and a scalar.. |
Min<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the smallest of corresponding elements of two tensors. |
Min<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the minimum of a scalar and the elements of a tensor.. |
Min | Computes the index of the smallest element of a tensor. |
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.. |
Min | Computes the smallest of corresponding elements of two tensors without propagating NaN's (where applicable). |
Min | Computes the minimum of a scalar and the elements of a tensor.. |
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. |
Min | Computes the smallest element of a tensor. |
Min | Computes the smallest element of a tensor. |
Modulus<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the remainder after dividing a tensor by a scalar. |
Modulus<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Returns the remainder after dividing one tensor by another. |
Modulus<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the remainder after dividing a scalar by a tensor. |
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. |
Multiply<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Multiplies a tensor and a scalar. |
Multiply<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Multiplies two tensors. |
Multiply<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Multiplies a scalar and a tensor. |
Multiply | Multiplies a tensor and a scalar in-place. |
Multiply | Multiplies two tensors in place. |
Negate<T> | Negates a tensor. |
Negate | Negates a tensor in place. |
Norm<T>(Tensor<T>, Tensor<Boolean>, Boolean) | Computes the two-norm of the elements of a tensor. |
Norm<T>(Tensor<T>, Axes, Tensor<T>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes the two-norm of the elements of a tensor. |
Not<T> | Computes the bitwise complement of a tensor. |
Not | Compares a tensor and a scalar for inequality.. |
Not | Compares two tensors elementwise for inequality. |
Not | Compares a scalar and a tensor for inequality.. |
Not | Computes the bitwise complement of a tensor in place. |
One | Computes the sum of the absolute values of the elements of a tensor. |
One | Computes the sum of the absolute values of the elements of a tensor. |
Or<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the bitwise or of a tensor and a scalar. |
Or<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the bitwise or of two tensors. |
Or<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the bitwise or of a scalar and a tensor. |
OrIn | Computes the bitwise or of a tensor and a scalar in-place. |
OrIn | Computes the bitwise or of two tensors in place. |
Percentile<T>(Tensor<T>, Double, Tensor<Boolean>, Boolean) | Computes the quantile of the elements of a tensor. |
Percentile<T>(Tensor<T>, Double, Axes, Tensor<T>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes the percentiles of the elements of a tensor along the specified axis. |
Percentiles<T> | Computes the percentiles of the elements of a tensor along the specified axis. |
Pow<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Raises the elements of a tensor to a power.. |
Pow<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Raises the elements of a tensor to a power. |
Pow<T>(Tensor<T>, Tensor<Int32>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Raises the elements of a tensor to an integer power. |
Pow<T>(Tensor<T>, Int32, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Raises the elements of a tensor to an integer power.. |
Pow<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Raises a scalar to a power.. |
Pow<T>(T, Tensor<Int32>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Raises a scalar to an integer power.. |
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. |
Pow | Raises the elements of a tensor to an integer power. in-place. |
Product<T>(Tensor<T>, Tensor<Boolean>, Boolean) | Computes the product of the elements of a tensor. |
Product<T>(Tensor<T>, Axes, Tensor<T>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes the product of the elements of a tensor. |
Quantile<T>(Tensor<T>, Double, Tensor<Boolean>, Boolean) | Computes the quantile of the elements of a tensor. |
Quantile<T>(Tensor<T>, Double, Axes, Tensor<T>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes the quantiles of the elements of a tensor along the specified axis. |
Quantiles<T> | Computes the quantiles of the elements of a tensor along the specified axis. |
Reciprocal<T> | Computes the reciprocal of the elements of a tensor. |
Reciprocal | Computes the reciprocal of the elements of a tensor in place. |
Right | Shifts the elements of a tensor to the right. |
Right | Shifts the elements of a tensor to the right.. |
Right | Shifts a scalar to the right.. |
Right | Shifts the elements of a tensor to the right in place. |
Right | Shifts the elements of a tensor to the right. in-place. |
Round<T>(Tensor<T>, Tensor<Int32>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Rounds the elements of a tensor to the specified number of digits. |
Round<T>(Tensor<T>, Int32, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Rounds the elements of a tensor to the specified number of digits.. |
Round<T>(T, Tensor<Int32>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Rounds a scalar to the specified number of digits.. |
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. |
Sin<T> | Computes the sine of the elements of a tensor. |
Sinh<T> | Computes the hyperbolic sine of the elements of a tensor. |
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. |
Soft | Applies the SoftMax function along the specified axis of a tensor. |
Sort<T>(Tensor<T>, IComparer<T>, Index, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Sorts the elements of a tensor. |
Sort<T>(Tensor<T>, Index, Tensor<T>, Tensor<Boolean>, Boolean, TensorElementOrder) | Sorts the elements of a tensor. |
Sort | Sorts the elements of a tensor in place. |
Sort | Sorts the elements of a tensor in place. |
Sqrt<T> | Computes the square root of the elements of a tensor. |
Sqrt | Computes the square root of the elements of a tensor in place. |
Standard | Computes the standard deviation of the elements of a tensor. |
Standard | Computes the standard deviation of the elements of a tensor. |
Subtract<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Subtracts a scalar from a scalar. |
Subtract<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Subtracts one tensor from another. |
Subtract<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Subtracts a tensor from a tensor. |
Subtract | Subtracts a scalar from a scalar in-place. |
Subtract | Subtracts one tensor from another in place. |
Sum<T>(Tensor<T>, Tensor<Boolean>, Boolean) | Computes the sum of the elements of a tensor. |
Sum<T>(Tensor<T>, Axes, Tensor<T>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes the sum of the elements of a tensor. |
Swap<T> | Swaps the corresponding elements of two tensors. |
Tan<T> | Computes the tangent of the elements of a tensor. |
Tanh<T> | Computes the hyperbolic tangent of the elements of a 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. |
ToString | Returns a string that represents the current object. (Inherited from Object) |
Truncate<T> | Truncates the elements of a tensor to the nearest integer. |
Truncate | Truncates the elements of a tensor to the nearest integer in place. |
Variance<T>(Tensor<T>, Tensor<Boolean>, Boolean) | Computes the variance of the elements of a tensor. |
Variance<T>(Tensor<T>, Axes, Tensor<T>, Boolean, Tensor<Boolean>, Boolean, TensorElementOrder) | Computes the variance of the elements of a tensor. |
Xor<T>(Tensor<T>, T, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the bitwise xor of a tensor and a scalar. |
Xor<T>(Tensor<T>, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the bitwise xor of two tensors. |
Xor<T>(T, Tensor<T>, Tensor<T>, Tensor<Boolean>, TensorElementOrder) | Computes the bitwise xor of a scalar and a tensor. |
Xor | Computes the bitwise xor of a tensor and a scalar in-place. |
Xor | Computes the bitwise xor of two tensors in place. |