org.tensorflow.op.linalg

Classes

BandedTriangularSolve <T extends TType >
BandedTriangularSolve.Options Optional attributes for BandedTriangularSolve
BandPart <T extends TType > Copy a tensor setting everything outside a central band in each innermost matrix to zero.
BatchCholesky <T extends TNumber >
BatchCholeskyGrad <T extends TNumber >
BatchMatrixBandPart <T extends TType >
BatchMatrixDeterminant <T extends TType >
BatchMatrixDiag <T extends TType >
BatchMatrixDiagPart <T extends TType >
BatchMatrixInverse <T extends TNumber >
BatchMatrixInverse.Options Optional attributes for BatchMatrixInverse
BatchMatrixSetDiag <T extends TType >
BatchMatrixSolve <T extends TNumber >
BatchMatrixSolve.Options Optional attributes for BatchMatrixSolve
BatchMatrixSolveLs <T extends TNumber >
BatchMatrixSolveLs.Options Optional attributes for BatchMatrixSolveLs
BatchMatrixTriangularSolve <T extends TNumber >
BatchMatrixTriangularSolve.Options Optional attributes for BatchMatrixTriangularSolve
BatchSelfAdjointEig <T extends TNumber >
BatchSelfAdjointEig.Options Optional attributes for BatchSelfAdjointEig
BatchSvd <T extends TType >
BatchSvd.Options Optional attributes for BatchSvd
Cholesky <T extends TType > Computes the Cholesky decomposition of one or more square matrices.
CholeskyGrad <T extends TNumber > Computes the reverse mode backpropagated gradient of the Cholesky algorithm.
ConjugateTranspose <T extends TType > Shuffle dimensions of x according to a permutation and conjugate the result.
Cross <T extends TNumber > Compute the pairwise cross product.
Det <T extends TType > Computes the determinant of one or more square matrices.
Eig <U extends TType > Computes the eigen decomposition of one or more square matrices.
Eig.Options Optional attributes for Eig
Einsum <T extends TType > Tensor contraction according to Einstein summation convention.
EuclideanNorm <T extends TType > Computes the euclidean norm of elements across dimensions of a tensor.
EuclideanNorm.Options Optional attributes for EuclideanNorm
Inv <T extends TType > Computes the inverse of one or more square invertible matrices or their adjoints (conjugate transposes).
Inv.Options Optional attributes for Inv
LoadAndRemapMatrix Loads a 2-D (matrix) `Tensor` with name `old_tensor_name` from the checkpoint

at `ckpt_path` and potentially reorders its rows and columns using the specified remappings.

LoadAndRemapMatrix.Options Optional attributes for LoadAndRemapMatrix
LogMatrixDeterminant <T extends TType > Computes the sign and the log of the absolute value of the determinant of

one or more square matrices.

Lu <T extends TType , U extends TNumber > Computes the LU decomposition of one or more square matrices.
MatMul <T extends TType > Multiply the matrix "a" by the matrix "b".
MatMul.Options Optional attributes for MatMul
MatrixDiag <T extends TType > Returns a batched diagonal tensor with given batched diagonal values.
MatrixDiagPart <T extends TType > Returns the batched diagonal part of a batched tensor.
MatrixDiagPartV3 <T extends TType > Returns the batched diagonal part of a batched tensor.
MatrixDiagPartV3.Options Optional attributes for MatrixDiagPartV3
MatrixDiagV3 <T extends TType > Returns a batched diagonal tensor with given batched diagonal values.
MatrixDiagV3.Options Optional attributes for MatrixDiagV3
MatrixLogarithm <T extends TType > Computes the matrix logarithm of one or more square matrices:

\\(log(exp(A)) = A\\)

This op is only defined for complex matrices.

MatrixSetDiag <T extends TType > Returns a batched matrix tensor with new batched diagonal values.
MatrixSetDiag.Options Optional attributes for MatrixSetDiag
MatrixSolveLs <T extends TType > Solves one or more linear least-squares problems.
MatrixSolveLs.Options Optional attributes for MatrixSolveLs
Qr <T extends TType > Computes the QR decompositions of one or more matrices.
Qr.Options Optional attributes for Qr
QuantizedMatMul <V extends TType > Perform a quantized matrix multiplication of `a` by the matrix `b`.
QuantizedMatMul.Options Optional attributes for QuantizedMatMul
QuantizedMatMulWithBias <W extends TType > Performs a quantized matrix multiplication of `a` by the matrix `b` with bias add.
QuantizedMatMulWithBias.Options Optional attributes for QuantizedMatMulWithBias
QuantizedMatMulWithBiasAndRelu <V extends TType > Perform a quantized matrix multiplication of `a` by the matrix `b` with bias add and relu fusion.
QuantizedMatMulWithBiasAndRelu.Options Optional attributes for QuantizedMatMulWithBiasAndRelu
QuantizedMatMulWithBiasAndReluAndRequantize <W extends TType > Perform a quantized matrix multiplication of `a` by the matrix `b` with bias add and relu and requantize fusion.
QuantizedMatMulWithBiasAndReluAndRequantize.Options Optional attributes for QuantizedMatMulWithBiasAndReluAndRequantize
SelfAdjointEig <T extends TType > Computes the eigen decomposition of one or more square self-adjoint matrices.
SelfAdjointEig.Options Optional attributes for SelfAdjointEig
Solve <T extends TType > Solves systems of linear equations.
Solve.Options Optional attributes for Solve
Sqrtm <T extends TType > Computes the matrix square root of one or more square matrices:

matmul(sqrtm(A), sqrtm(A)) = A

The input matrix should be invertible.

Svd <T extends TType > Computes the singular value decompositions of one or more matrices.
Svd.Options Optional attributes for Svd
TensorDiag <T extends TType > Returns a diagonal tensor with a given diagonal values.
TensorDiagPart <T extends TType > Returns the diagonal part of the tensor.
Transpose <T extends TType > Shuffle dimensions of x according to a permutation.
TriangularSolve <T extends TType > Solves systems of linear equations with upper or lower triangular matrices by backsubstitution.
TriangularSolve.Options Optional attributes for TriangularSolve
TridiagonalMatMul <T extends TType > Calculate product with tridiagonal matrix.
TridiagonalSolve <T extends TType > Solves tridiagonal systems of equations.
TridiagonalSolve.Options Optional attributes for TridiagonalSolve