org.tensorflow.op.linalg.sparse
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Last updated 2021-11-29 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2021-11-29 UTC."],[],[],null,["# org.tensorflow.op.linalg.sparse\n\n### Classes\n\n|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------|\n| [CSRSparseMatrixComponents](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/CSRSparseMatrixComponents)\\\u003cT extends [TType](/jvm/api_docs/java/org/tensorflow/types/family/TType)\\\u003e | Reads out the CSR components at batch \\`index\\`. |\n| [CSRSparseMatrixToDense](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/CSRSparseMatrixToDense)\\\u003cT extends [TType](/jvm/api_docs/java/org/tensorflow/types/family/TType)\\\u003e | Convert a (possibly batched) CSRSparseMatrix to dense. |\n| [CSRSparseMatrixToSparseTensor](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/CSRSparseMatrixToSparseTensor)\\\u003cT extends [TType](/jvm/api_docs/java/org/tensorflow/types/family/TType)\\\u003e | Converts a (possibly batched) CSRSparesMatrix to a SparseTensor. |\n| [DenseToCSRSparseMatrix](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/DenseToCSRSparseMatrix) | Converts a dense tensor to a (possibly batched) CSRSparseMatrix. |\n| [SparseMatrixAdd](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixAdd) | Sparse addition of two CSR matrices, C = alpha \\* A + beta \\* B. |\n| [SparseMatrixMatMul](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixMatMul)\\\u003cT extends [TType](/jvm/api_docs/java/org/tensorflow/types/family/TType)\\\u003e | Matrix-multiplies a sparse matrix with a dense matrix. |\n| [SparseMatrixMatMul.Options](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixMatMul.Options) | Optional attributes for [SparseMatrixMatMul](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixMatMul) |\n| [SparseMatrixMul](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixMul) | Element-wise multiplication of a sparse matrix with a dense tensor. |\n| [SparseMatrixNNZ](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixNNZ) | Returns the number of nonzeroes of \\`sparse_matrix\\`. |\n| [SparseMatrixOrderingAMD](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixOrderingAMD) | Computes the Approximate Minimum Degree (AMD) ordering of \\`input\\`. |\n| [SparseMatrixSoftmax](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixSoftmax) | Calculates the softmax of a CSRSparseMatrix. |\n| [SparseMatrixSoftmaxGrad](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixSoftmaxGrad) | Calculates the gradient of the SparseMatrixSoftmax op. |\n| [SparseMatrixSparseCholesky](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixSparseCholesky) | Computes the sparse Cholesky decomposition of \\`input\\`. |\n| [SparseMatrixSparseMatMul](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixSparseMatMul) | Sparse-matrix-multiplies two CSR matrices \\`a\\` and \\`b\\`. |\n| [SparseMatrixSparseMatMul.Options](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixSparseMatMul.Options) | Optional attributes for [SparseMatrixSparseMatMul](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixSparseMatMul) |\n| [SparseMatrixTranspose](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixTranspose) | Transposes the inner (matrix) dimensions of a CSRSparseMatrix. |\n| [SparseMatrixTranspose.Options](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixTranspose.Options) | Optional attributes for [SparseMatrixTranspose](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixTranspose) |\n| [SparseMatrixZeros](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseMatrixZeros) | Creates an all-zeros CSRSparseMatrix with shape \\`dense_shape\\`. |\n| [SparseTensorToCSRSparseMatrix](/jvm/api_docs/java/org/tensorflow/op/linalg/sparse/SparseTensorToCSRSparseMatrix) | Converts a SparseTensor to a (possibly batched) CSRSparseMatrix. |"]]
