/TensorFlow Python

Linear Algebra (contrib)

Linear algebra libraries for TensorFlow.


Subclasses of LinearOperator provide a access to common methods on a (batch) matrix, without the need to materialize the matrix. This allows:

  • Matrix free computations
  • Different operators to take advantage of special structure, while providing a consistent API to users.

Base class

Individual operators

Transformations and Combinations of operators

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Code samples licensed under the Apache 2.0 License.