Method pseudoInvert
static member pseudoInvert: Tensor<'T> * 'T option -> Tensor<'T>
Computes the (batched) Moore-Penrose pseudo-inverse of the specified matrix.
Declaration
static member pseudoInvert: a:Tensor<'T> * rCond:'T option -> Tensor<'T>Parameters
| Type | Name | Description |
|---|---|---|
| Tensor<'T> | a | The input matrix or tensor to this operation. |
| 'T option | rCond | The cut-off value for the singular values. (default: 1e-15) |
Returns
| Type | Description |
|---|---|
| Tensor<'T> | A new matrix or tensor containing the result of this operation. |
Remarks
If a is a matrix, its pseudo-inverse is computed. The result is a matrix.
If a is a tensor of shape [b_1; ...; b_n; i; j], the pseudo-inverse
of all matrices consisting of the last two dimensions of the tensor are computed.
The result is a tensor of shape [b_1; ...; b_n; j; i].