Remove %tensorflow_version and from __future__

PiperOrigin-RevId: 305914189

Author: MarkDaoust

g3doc/tutorials/adversarial_keras_cnn_mnist.ipynb

@@ -108,34 +108,6 @@
         "## Setup"
       ]
     },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "colab_type": "text",
-        "id": "m58k8nv3YVdf"
-      },
-      "source": [
-        "Select TensorFlow 2.x to create an interactive development environment with\n",
-        "eager execution."
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": 0,
-      "metadata": {
-        "colab": {},
-        "colab_type": "code",
-        "id": "rYz0BCS_YSD_"
-      },
-      "outputs": [],
-      "source": [
-        "try:\n",
-        "  # %tensorflow_version only exists in Colab.\n",
-        "  %tensorflow_version 2.x\n",
-        "except Exception:\n",
-        "  !pip install --quiet tensorflow-gpu>=2.0.0"
-      ]
-    },
     {
       "cell_type": "markdown",
       "metadata": {
@@ -179,8 +151,6 @@
       },
       "outputs": [],
       "source": [
-        "from __future__ import absolute_import, division, print_function, unicode_literals\n",
-        "\n",
         "import matplotlib.pyplot as plt\n",
         "import neural_structured_learning as nsl\n",
         "import numpy as np\n",
@@ -796,18 +766,9 @@
     "accelerator": "GPU",
     "colab": {
       "collapsed_sections": [],
-      "last_runtime": {
-        "build_target": "",
-        "kind": ""
-      },
       "name": "Adversarial regularization for image classification",
       "private_outputs": true,
-      "provenance": [
-        {
-          "file_id": "1OzN5O8RmJpBgsUxHDw4maWm9wPM1Zx0Y",
-          "timestamp": 1566174674305
-        }
-      ],
+      "provenance": [],
       "toc_visible": true
     },
     "kernelspec": {

g3doc/tutorials/graph_keras_lstm_imdb.ipynb

@@ -14,7 +14,7 @@
       "cell_type": "code",
       "execution_count": 0,
       "metadata": {
-        "cellView": "both",
+        "cellView": "form",
         "colab": {},
         "colab_type": "code",
         "id": "ioaprt5q5US7"
@@ -166,11 +166,6 @@
       },
       "outputs": [],
       "source": [
-        "from __future__ import absolute_import\n",
-        "from __future__ import division\n",
-        "from __future__ import print_function\n",
-        "from __future__ import unicode_literals\n",
-        "\n",
         "import matplotlib.pyplot as plt\n",
         "import numpy as np\n",
         "\n",
@@ -1554,18 +1549,9 @@
       "collapsed_sections": [
         "24gYiJcWNlpA"
       ],
-      "last_runtime": {
-        "build_target": "",
-        "kind": ""
-      },
       "name": "Graph regularization for sentiment classification using synthesized graphs",
       "private_outputs": true,
-      "provenance": [
-        {
-          "file_id": "1oxGg3-S0zkLmp-yvhaW6KHZTUZcKtp1N",
-          "timestamp": 1566436775546
-        }
-      ],
+      "provenance": [],
       "toc_visible": true
     },
     "kernelspec": {

g3doc/tutorials/graph_keras_mlp_cora.ipynb

@@ -105,8 +105,7 @@
         "id": "nDOFbB34KY1R"
       },
       "source": [
-        "## Setup\n",
-        "\n"
+        "## Setup\n"
       ]
     },
     {
@@ -166,8 +165,6 @@
       },
       "outputs": [],
       "source": [
-        "from __future__ import absolute_import, division, print_function, unicode_literals\n",
-        "\n",
         "import neural_structured_learning as nsl\n",
         "\n",
         "import tensorflow as tf\n",
@@ -941,34 +938,9 @@
     "accelerator": "GPU",
     "colab": {
       "collapsed_sections": [],
-      "last_runtime": {
-        "build_target": "",
-        "kind": ""
-      },
       "name": "Graph regularization for document classification using natural graphs",
       "private_outputs": true,
-      "provenance": [
-        {
-          "file_id": "1fU5KNlUkcmoJpcRS3drN_fqqPTNIxKYA",
-          "timestamp": 1565209501661
-        },
-        {
-          "file_id": "121ebCFnOS1ws5xRtXaucczmmNyQ8V74M",
-          "timestamp": 1564612864724
-        },
-        {
-          "file_id": "1UmcOsEBH2cj9j6UR6tezMXd4xeP7CI9L",
-          "timestamp": 1561165409691
-        },
-        {
-          "file_id": "15-Zu5wXc3Pui03hhQQXaNZ592iRkVehT",
-          "timestamp": 1561165010534
-        },
-        {
-          "file_id": "1I32Mr7GQrPmK8GODTxgcqZNSjQpZMWIk",
-          "timestamp": 1560299386497
-        }
-      ],
+      "provenance": [],
       "toc_visible": true
     },
     "kernelspec": {