documentation: remove Other tab in Built-in algorithms section and minor changes

Raghav Dhall · Raghav Dhall · commit 685ee7c19172 · 2022-08-18T16:47:58.000Z
diff --git a/doc/algorithms/index.rst b/doc/algorithms/index.rst
@@ -2,14 +2,18 @@
 Built-in Algorithms
 ######################
 
-Amazon SageMaker provides implementations of some common machine learning algorithms optimized for GPU architecture and massive datasets.
+Built-in algorithms are offered in 2 modes:
+
+* Container mode algorithms offered through :ref:`Estimators <estimators>` & :ref:`Amazon Estimators <amazon_estimators>`
+
+* Script mode algorithms based on `pre-built SageMaker Docker Images <https://docs.aws.amazon.com/sagemaker/latest/dg/docker-containers-prebuilt.html>`__ offered through Estimators
 
 .. toctree::
     :maxdepth: 2
 
+    sagemaker.amazon.amazon_estimator
     tabular/index
     text/index
     time_series/index
     unsupervised/index
     vision/index
-    other/index
diff --git a/doc/algorithms/other/index.rst b/doc/algorithms/other/index.rst
diff --git a/doc/algorithms/sagemaker.amazon.amazon_estimator.rst b/doc/algorithms/sagemaker.amazon.amazon_estimator.rst
@@ -1,3 +1,5 @@
+.. _amazon_estimators:
+
 Amazon Estimators
 --------------------
 
diff --git a/doc/algorithms/tabular/index.rst b/doc/algorithms/tabular/index.rst
@@ -15,4 +15,3 @@ Amazon SageMaker provides built-in algorithms that are tailored to the analysis
     linear_learner
     tabtransformer
     xgboost
-    object2vec
diff --git a/doc/algorithms/text/index.rst b/doc/algorithms/text/index.rst
@@ -10,6 +10,7 @@ Amazon SageMaker provides algorithms that are tailored to the analysis of textua
     blazing_text
     lda
     ntm
+    object2vec
     sequence_to_sequence
     text_classification_tensorflow
     sentence_pair_classification_tensorflow
@@ -19,4 +20,3 @@ Amazon SageMaker provides algorithms that are tailored to the analysis of textua
     text_summarization_hugging_face
     text_generation_hugging_face
     machine_translation_hugging_face
-    text_embedding_tensorflow_mxnet
diff --git a/doc/algorithms/text/object2vec.rst b/doc/algorithms/text/object2vec.rst
diff --git a/doc/algorithms/vision/index.rst b/doc/algorithms/vision/index.rst
@@ -7,14 +7,15 @@ Amazon SageMaker provides image processing algorithms that are used for image cl
 .. toctree::
     :maxdepth: 2
 
-    image_classification_mxnet
-    image_classification_pytorch
     image_classification_tensorflow
+    image_classification_pytorch
+    image_classification_mxnet
+    image_embedding_tensorflow
+    instance_segmentation_mxnet
+    object_detection_tensorflow
+    object_detection_pytorch
     object_detection_mxnet_gluoncv
     object_detection_mxnet
-    object_detection_pytorch
-    object_detection_tensorflow
     semantic_segmentation_mxnet_gluoncv
     semantic_segmentation_mxnet
-    instance_segmentation_mxnet
-    image_embedding_tensorflow
+    text_embedding_tensorflow_mxnet
diff --git a/doc/algorithms/vision/text_embedding_tensorflow_mxnet.rst b/doc/algorithms/vision/text_embedding_tensorflow_mxnet.rst
diff --git a/doc/api/training/estimators.rst b/doc/api/training/estimators.rst
@@ -1,3 +1,5 @@
+.. _estimators:
+
 Estimators
 ----------
 

Original file line number	Diff line number	Diff line change
`@@ -1,3 +1,5 @@`
	`1`	`+.. _amazon_estimators:`
	`2`	`+`
`1`	`3`	`Amazon Estimators`
`2`	`4`	`--------------------`
`3`	`5`
Original file line number	Diff line number	Diff line change
`@@ -1,3 +1,5 @@`
	`1`	`+.. _estimators:`
	`2`	`+`
`1`	`3`	`Estimators`
`2`	`4`	`----------`
`3`	`5`