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| author |  Andrew Cotter <acotter@google.com> | 2018-04-23 15:57:02 -0700 |
|---|---|---|
| committer |  TensorFlower Gardener <gardener@tensorflow.org> | 2018-04-23 16:01:56 -0700 |
| commit | ff15c81e2b92ef8fb47bb15790cffd18377a4ef2 (patch) | |
| tree | 5c806cfb8155cba0b7eae9ea137f62e9777e73e6 /tensorflow/contrib/__init__.py | |
| parent | bb4a80c92105426ccf20a98c4291a1a3f8499b54 (diff) | |
This is a library for performing constrained optimization. It defines two interfaces: ConstrainedMinimizationProblem, which specifies a constrained optimization problem, and ConstrainedOptimizer, which is slightly different from a tf.train.Optimizer, mostly due to the fact that it is meant to optimize ConstrainedMinimizationProblems. In addition to these two interfaces, three ConstrainedOptimizer implementations are included, as well as helper functions which, given a set of candidate solutions, heuristically find the best candidate (to the constrained problem), or the best distribution over candidates.
For more details, please see our arXiv paper: "https://arxiv.org/abs/1804.06500".
PiperOrigin-RevId: 193999550
Diffstat (limited to 'tensorflow/contrib/__init__.py')
| -rw-r--r-- | tensorflow/contrib/__init__.py | 1 |
1 files changed, 1 insertions, 0 deletions
diff --git a/tensorflow/contrib/__init__.py b/tensorflow/contrib/__init__.py index 0d163daa6e..7f33d460dc 100644 --- a/tensorflow/contrib/__init__.py +++ b/tensorflow/contrib/__init__.py @@ -29,6 +29,7 @@ from tensorflow.contrib import cloud from tensorflow.contrib import cluster_resolver from tensorflow.contrib import coder from tensorflow.contrib import compiler +from tensorflow.contrib import constrained_optimization from tensorflow.contrib import copy_graph from tensorflow.contrib import crf from tensorflow.contrib import cudnn_rnn |