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/TensorFlow Python

Linear Algebra (contrib)

Linear algebra libraries for TensorFlow.

`LinearOperator`

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 strcture, while providing a consistent API to users.

Base class

Individual operators

Transformations and Combinations of operators

© 2017 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_guides/python/contrib.linalg