Linear Algebra
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
tf.contrib.linalg.LinearOperatorDiag
tf.contrib.linalg.LinearOperatorIdentity
tf.contrib.linalg.LinearOperatorScaledIdentity
tf-contrib-linalg-LinearOperatorMatrix
tf.contrib.linalg.LinearOperatorTriL
tf.contrib.linalg.LinearOperatorUDVHUpdate
Transformations and Combinations of operators
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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