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# Linear Algebra (contrib)
[TOC]
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 structure, while providing a
consistent API to users.
### Base class
* @{tf.contrib.linalg.LinearOperator}
### Individual operators
* @{tf.contrib.linalg.LinearOperatorDiag}
* @{tf.contrib.linalg.LinearOperatorIdentity}
* @{tf.contrib.linalg.LinearOperatorScaledIdentity}
* @{tf.contrib.linalg.LinearOperatorFullMatrix}
* @{tf.contrib.linalg.LinearOperatorTriL}
* @{tf.contrib.linalg.LinearOperatorUDVHUpdate}
### Transformations and Combinations of operators
* @{tf.contrib.linalg.LinearOperatorComposition}
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