Merge branch 'master' into master

Author: ahsan-z-khan

CHANGELOG.md

@@ -1,5 +1,44 @@
 # Changelog
 
+## v2.32.0 (2021-03-26)
+
+### Features
+
+ * upgrade neo mxnet to 1.8
+ * Enable Profiler in China Regions
+
+### Bug Fixes and Other Changes
+
+ * use workflow parameters in training hyperparameters (#2114) (#2115)
+ * skip HuggingFace tests in regions without p2 instances
+
+### Documentation Changes
+
+ * add Feature Store methods docs
+
+## v2.31.1 (2021-03-23)
+
+### Bug Fixes and Other Changes
+
+ * added documentation for Hugging Face Estimator
+ * mark HuggingFace tests as release tests
+
+### Documentation Changes
+
+ * adding version 1.1.0 docs for smdistributed.dataparallel
+
+## v2.31.0 (2021-03-23)
+
+### Features
+
+ * add HuggingFace framework estimator
+ * update TF framework version support
+ * Support all processor types in ProcessingStep
+
+### Bug Fixes and Other Changes
+
+ * Add pipelines functions.
+
 ## v2.30.0 (2021-03-17)
 
 ### Features

VERSION

@@ -1 +1 @@
-2.30.1.dev0
+2.32.1.dev0

doc/api/prep_data/feature_store.rst

@@ -5,39 +5,70 @@ Feature group
 *************
 
 .. autoclass:: sagemaker.feature_store.feature_group.FeatureGroup
+    :members:
+    :exclude-members: load_feature_definitions
+    :show-inheritance:
 
 .. autoclass:: sagemaker.feature_store.feature_group.AthenaQuery
+    :members:
+    :show-inheritance:
 
 .. autoclass:: sagemaker.feature_store.feature_group.IngestionManagerPandas
+    :members:
+    :show-inheritance:
 
 
 Feature definition
 ******************
 
 .. autoclass:: sagemaker.feature_store.feature_definition.FeatureDefinition
+    :members:
+    :show-inheritance:
 
 .. autoclass:: sagemaker.feature_store.feature_definition.FractionalFeatureDefinition
+    :members:
+    :show-inheritance:
 
 .. autoclass:: sagemaker.feature_store.feature_definition.IntegralFeatureDefinition
+    :members:
+    :show-inheritance:
 
 .. autoclass:: sagemaker.feature_store.feature_definition.StringFeatureDefinition
+    :members:
+    :show-inheritance:
 
 .. autoclass:: sagemaker.feature_store.feature_definition.FeatureTypeEnum
+    :members:
+    :show-inheritance:
 
 
 Inputs
 ******
 
 .. autoclass:: sagemaker.feature_store.inputs.Config
+    :members:
+    :show-inheritance:
 
 .. autoclass:: sagemaker.feature_store.inputs.DataCatalogConfig
+    :members:
+    :show-inheritance:
 
 .. autoclass:: sagemaker.feature_store.inputs.OfflineStoreConfig
+    :members:
+    :show-inheritance:
 
 .. autoclass:: sagemaker.feature_store.inputs.OnlineStoreConfig
+    :members:
+    :show-inheritance:
 
 .. autoclass:: sagemaker.feature_store.inputs.OnlineStoreSecurityConfig
+    :members:
+    :show-inheritance:
 
 .. autoclass:: sagemaker.feature_store.inputs.S3StorageConfig
+    :members:
+    :show-inheritance:
 
 .. autoclass:: sagemaker.feature_store.inputs.FeatureValue
+    :members:
+    :show-inheritance:

doc/api/training/sdp_versions/latest.rst

@@ -0,0 +1,9 @@
+
+Version 1.1.0 (Latest)
+======================
+
+.. toctree::
+   :maxdepth: 1
+
+   latest/smd_data_parallel_pytorch.rst
+   latest/smd_data_parallel_tensorflow.rst