Fix TF DNN Iris example to use conda tensorflow 27 kernel by default, and MXNet code upload version (aws#66)

* Fix TF DNN Iris example to use conda tensorflow 36 kernel by default

* Fix mxnet mnist code upload location

* Use tf py2 kernel instead of py3

* Fix ipython metadata

Author: winstonaws

sagemaker-python-sdk/mxnet_mnist/mxnet_mnist.ipynb

@@ -25,7 +25,7 @@
     "from sagemaker import get_execution_role\n",
     "\n",
     "#Bucket location to save your custom code in tar.gz format.\n",
-    "custom_code_upload_location = 's3://<bucket-name>/customcode/tensorflow_iris'\n",
+    "custom_code_upload_location = 's3://<bucket-name>/customcode/mxnet'\n",
     "\n",
     "#Bucket location where results of model training are saved.\n",
     "model_artifacts_location = 's3://<bucket-name>/artifacts'\n",
@@ -47,9 +47,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "!cat mnist.py"
@@ -112,7 +110,6 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "collapsed": true,
     "scrolled": true
    },
    "outputs": [],
@@ -141,9 +138,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "%%time\n",
@@ -170,9 +165,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "from IPython.display import HTML\n",
@@ -190,7 +183,6 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
-    "collapsed": true,
     "scrolled": true
    },
    "outputs": [],
@@ -253,7 +245,6 @@
   }
  ],
  "metadata": {
-  "notice": "Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.  Licensed under the Apache License, Version 2.0 (the \"License\"). You may not use this file except in compliance with the License. A copy of the License is located at http://aws.amazon.com/apache2.0/ or in the \"license\" file accompanying this file. This file is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.",
   "kernelspec": {
    "display_name": "Environment (conda_mxnet_p36)",
    "language": "python",
@@ -270,7 +261,8 @@
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
    "version": "3.6.3"
-  }
+  },
+  "notice": "Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.  Licensed under the Apache License, Version 2.0 (the \"License\"). You may not use this file except in compliance with the License. A copy of the License is located at http://aws.amazon.com/apache2.0/ or in the \"license\" file accompanying this file. This file is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License."
  },
  "nbformat": 4,
  "nbformat_minor": 2

sagemaker-python-sdk/tensorflow_iris_dnn_classifier_using_estimators/tensorflow_iris_dnn_classifier_using_estimators.ipynb

@@ -92,6 +92,7 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
+    "collapsed": true,
     "isConfigCell": true
    },
    "outputs": [],
@@ -157,9 +158,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "!cat \"iris_dnn_classifier.py\""
@@ -416,9 +415,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 2",
+   "display_name": "Environment (conda_tensorflow_p27)",
    "language": "python",
-   "name": "python2"
+   "name": "conda_tensorflow_p27"
   },
   "language_info": {
    "codemirror_mode": {
@@ -430,7 +429,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython2",
-   "version": "2.7.10"
+   "version": "2.7.11"
   },
   "notice": "Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.  Licensed under the Apache License, Version 2.0 (the \"License\"). You may not use this file except in compliance with the License. A copy of the License is located at http://aws.amazon.com/apache2.0/ or in the \"license\" file accompanying this file. This file is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License."
  },