fixing metadata

Author: mvsusp

sagemaker-python-sdk/mxnet_gluon_cifar10/cifar10.ipynb

@@ -237,11 +237,10 @@
   }
  ],
  "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": "Python [conda env:mxnet_p27]",
+   "display_name": "Environment (conda_mxnet_p27)",
    "language": "python",
-   "name": "conda-env-mxnet_p27-py"
+   "name": "conda_mxnet_p27"
   },
   "language_info": {
    "codemirror_mode": {
@@ -253,8 +252,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython2",
-   "version": "2.7.13"
-  }
+   "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."
  },
  "nbformat": 4,
  "nbformat_minor": 2

sagemaker-python-sdk/mxnet_gluon_mnist/mnist_with_gluon.ipynb

@@ -204,11 +204,10 @@
   }
  ],
  "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": "Python [conda env:mxnet_p27]",
+   "display_name": "Environment (conda_mxnet_p27)",
    "language": "python",
-   "name": "conda-env-mxnet_p27-py"
+   "name": "conda_mxnet_p27"
   },
   "language_info": {
    "codemirror_mode": {
@@ -220,8 +219,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython2",
-   "version": "2.7.13"
-  }
+   "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."
  },
  "nbformat": 4,
  "nbformat_minor": 2

sagemaker-python-sdk/tensorflow_iris_dnn_classifier_using_estimators/tensorflow_iris_dnn_classifier_using_estimators.ipynb

@@ -188,7 +188,7 @@
    },
    "outputs": [],
    "source": [
-    "def estimator(model_path):\n",
+    "def estimator(model_path, hyperparameters):\n",
     "    feature_columns = [tf.feature_column.numeric_column(INPUT_TENSOR_NAME, shape=[4])]\n",
     "    return tf.estimator.DNNClassifier(feature_columns=feature_columns,\n",
     "                                      hidden_units=[10, 20, 10],\n",
@@ -237,7 +237,7 @@
    },
    "outputs": [],
    "source": [
-    "def train_input_fn(training_dir):\n",
+    "def train_input_fn(training_dir, hyperparameters):\n",
     "    training_set = tf.contrib.learn.datasets.base.load_csv_with_header(\n",
     "        filename=os.path.join(training_dir, 'iris_training.csv'),\n",
     "        target_dtype=np.int,\n",
@@ -267,7 +267,7 @@
    },
    "outputs": [],
    "source": [
-    "def serving_input_receiver_fn():\n",
+    "def serving_input_fn(hyperparameters):\n",
     "    feature_spec = {INPUT_TENSOR_NAME: tf.FixedLenFeature(dtype=tf.float32, shape=[4])}\n",
     "    return tf.estimator.export.build_parsing_serving_input_receiver_fn(feature_spec)()"
    ]
@@ -407,16 +407,18 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Environment (conda_tensorflow_p27)",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "conda_tensorflow_p27"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
@@ -428,7 +430,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython2",
-   "version": "2.7.14"
+   "version": "2.7.10"
   },
   "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."
  },