diff options
| author |  Mark Daoust <markdaoust@google.com> | 2018-08-08 12:47:33 -0700 |
|---|---|---|
| committer |  TensorFlower Gardener <gardener@tensorflow.org> | 2018-08-08 12:51:36 -0700 |
| commit | 054b0463ebd748b7fe41e5ac22337c8df0ed9821 (patch) | |
| tree | 604d1f521f809830bbdfc9986f025c4633ae9296 /tensorflow/docs_src | |
| parent | 4827c10422cf23a8a445dbbe9165340cb6ac3cc9 (diff) | |
Move Estimator Overview to first element of "High Level APIs".
PiperOrigin-RevId: 207930697
Diffstat (limited to 'tensorflow/docs_src')
| -rw-r--r-- | tensorflow/docs_src/guide/estimators.md | 7 | ||||
| -rw-r--r-- | tensorflow/docs_src/guide/index.md | 5 | ||||
| -rw-r--r-- | tensorflow/docs_src/guide/leftnav_files | 2 |
3 files changed, 8 insertions, 6 deletions
diff --git a/tensorflow/docs_src/guide/estimators.md b/tensorflow/docs_src/guide/estimators.md index ed9a3da284..7b54e3de29 100644 --- a/tensorflow/docs_src/guide/estimators.md +++ b/tensorflow/docs_src/guide/estimators.md @@ -13,6 +13,9 @@ You may either use the pre-made Estimators we provide or write your own custom Estimators. All Estimators--whether pre-made or custom--are classes based on the `tf.estimator.Estimator` class. +For a quick example try [Estimator tutorials]](../tutorials/estimators/linear). +To see each sub-topic in depth, see the [Estimator guides](premade_estimators). + Note: TensorFlow also includes a deprecated `Estimator` class at `tf.contrib.learn.Estimator`, which you should not use. @@ -29,14 +32,14 @@ Estimators provide the following benefits: * You can develop a state of the art model with high-level intuitive code. In short, it is generally much easier to create models with Estimators than with the low-level TensorFlow APIs. -* Estimators are themselves built on `tf.layers`, which +* Estimators are themselves built on `tf.keras.layers`, which simplifies customization. * Estimators build the graph for you. * Estimators provide a safe distributed training loop that controls how and when to: * build the graph * initialize variables - * start queues + * load data * handle exceptions * create checkpoint files and recover from failures * save summaries for TensorBoard diff --git a/tensorflow/docs_src/guide/index.md b/tensorflow/docs_src/guide/index.md index f78dfc9a89..1c920e7d70 100644 --- a/tensorflow/docs_src/guide/index.md +++ b/tensorflow/docs_src/guide/index.md @@ -9,14 +9,13 @@ works. The units are as follows: training deep learning models. * @{$guide/eager}, an API for writing TensorFlow code imperatively, like you would use Numpy. - * @{$guide/estimators}, a high-level API that provides - fully-packaged models ready for large-scale training and production. * @{$guide/datasets}, easy input pipelines to bring your data into your TensorFlow program. + * @{$guide/estimators}, a high-level API that provides + fully-packaged models ready for large-scale training and production. ## Estimators -* @{$estimators}, learn how to use Estimators for machine learning. * @{$premade_estimators}, the basics of premade Estimators. * @{$checkpoints}, save training progress and resume where you left off. * @{$feature_columns}, handle a variety of input data types without changes to the model. diff --git a/tensorflow/docs_src/guide/leftnav_files b/tensorflow/docs_src/guide/leftnav_files index c4e235b41a..8e227e0c8f 100644 --- a/tensorflow/docs_src/guide/leftnav_files +++ b/tensorflow/docs_src/guide/leftnav_files @@ -4,9 +4,9 @@ index.md keras.md eager.md datasets.md +estimators.md: Introduction to Estimators ### Estimators -estimators.md: Introduction to Estimators premade_estimators.md checkpoints.md feature_columns.md |