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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/BUILD | |
| 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/BUILD')
| -rw-r--r-- | tensorflow/contrib/BUILD | 1 |
1 files changed, 1 insertions, 0 deletions
diff --git a/tensorflow/contrib/BUILD b/tensorflow/contrib/BUILD index 8edb8654b8..abdbdb4cd2 100644 --- a/tensorflow/contrib/BUILD +++ b/tensorflow/contrib/BUILD @@ -31,6 +31,7 @@ py_library( "//tensorflow/contrib/cluster_resolver:cluster_resolver_py", "//tensorflow/contrib/coder:coder_py", "//tensorflow/contrib/compiler:compiler_py", + "//tensorflow/contrib/constrained_optimization", "//tensorflow/contrib/copy_graph:copy_graph_py", "//tensorflow/contrib/crf:crf_py", "//tensorflow/contrib/cudnn_rnn:cudnn_rnn_py", |