Adding deprecation notice to contrib/constrained_optimization/README.md, pointing to new github repo (github.com/google-research/tensorflow_constrained_optimization).
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<!-- TODO(acotter): Add usage example of non-convex optimization and stochastic classification. -->
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<!-- TODO(acotter): Add usage example of non-convex optimization and stochastic classification. -->
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**NOTE: As tensorflow.contrib is being
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[deprecated](https://github.com/tensorflow/community/pull/18), TFCO is moving to
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its own repository on
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[github](https://github.com/google-research/tensorflow_constrained_optimization).**
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# ConstrainedOptimization (TFCO)
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# ConstrainedOptimization (TFCO)
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TFCO is a library for optimizing inequality-constrained problems in TensorFlow.
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TFCO is a library for optimizing inequality-constrained problems in TensorFlow.
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