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## Major Features And Improvements
* `tf.keras` is now part of the core TensorFlow API.
-* [`tf.data`](http://tensorflow.org/programmers_guide/datasets) is now part of
+* [`tf.data`](http://tensorflow.org/guide/datasets) is now part of
the core TensorFlow API.
* The API is now subject to backwards compatibility guarantees.
* For a guide to migrating from the `tf.contrib.data` API, see the
@@ -485,7 +485,7 @@ answered questions, and were part of inspiring discussions.
* TensorFlow Debugger (tfdbg):
* Add `eval` command to allow evaluation of arbitrary Python/numpy expressions
in tfdbg command-line interface. See
- [Debugging TensorFlow Programs](https://www.tensorflow.org/programmers_guide/debugger)
+ [Debugging TensorFlow Programs](https://www.tensorflow.org/guide/debugger)
for more details.
* Usability improvement: The frequently used tensor filter `has_inf_or_nan` is
now added to `Session` wrappers and hooks by default. So there is no need
@@ -772,7 +772,7 @@ answered questions, and were part of inspiring discussions.
* Support client-provided ClusterSpec's and propagate them to all workers to enable the creation of dynamic TensorFlow clusters.
* TensorFlow C library now available for Windows.
* We released a new open-source version of TensorBoard.
-* [`SavedModel CLI`](https://www.tensorflow.org/versions/master/programmers_guide/saved_model_cli) tool available to inspect and execute MetaGraph in SavedModel
+* [`SavedModel CLI`](https://www.tensorflow.org/versions/master/guide/saved_model_cli) tool available to inspect and execute MetaGraph in SavedModel
* Android releases of TensorFlow are now pushed to jcenter for easier
integration into apps. See
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/android/README.md