fix imports and layer naming (#2129)

Author: MarkDaoust

docs/tutorials/average_optimizers_callback.ipynb

@@ -106,7 +106,9 @@
     {
       "cell_type": "code",
       "execution_count": null,
-      "metadata": {},
+      "metadata": {
+        "scrolled": true
+      },
       "outputs": [],
       "source": [
         "!pip install -U tensorflow-addons"
@@ -167,8 +169,8 @@
         "def create_model(opt):\n",
         "    model = tf.keras.models.Sequential([\n",
         "        tf.keras.layers.Flatten(),                         \n",
-        "        tf.keras.layers.Dense(64, activation='relu', name='dense_1'),\n",
-        "        tf.keras.layers.Dense(64, activation='relu', name='dense_2'),\n",
+        "        tf.keras.layers.Dense(64, activation='relu'),\n",
+        "        tf.keras.layers.Dense(64, activation='relu'),\n",
         "        tf.keras.layers.Dense(10, activation='softmax')\n",
         "    ])\n",
         "\n",
@@ -454,6 +456,7 @@
     },
     "kernelspec": {
       "display_name": "Python 3",
+      "language": "python",
       "name": "python3"
     }
   },

docs/tutorials/networks_seq2seq_nmt.ipynb

@@ -2,7 +2,7 @@
   "cells": [
     {
       "cell_type": "code",
-      "execution_count": 1,
+      "execution_count": null,
       "metadata": {
         "colab": {},
         "colab_type": "code",
@@ -15,7 +15,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 2,
+      "execution_count": null,
       "metadata": {
         "cellView": "form",
         "colab": {},
@@ -116,7 +116,8 @@
       "metadata": {},
       "outputs": [],
       "source": [
-        "!pip install -U tensorflow-addons"
+        "!pip install -U tensorflow-addons\n",
+        "!pip install nltk sklearn"
       ]
     },
     {
@@ -132,7 +133,7 @@
         "#download data\n",
         "print(\"Downloading Dataset:\")\n",
         "!wget --quiet http://www.manythings.org/anki/deu-eng.zip\n",
-        "!unzip deu-eng.zip"
+        "!unzip -o deu-eng.zip"
       ]
     },
     {
@@ -159,15 +160,15 @@
         "import itertools\n",
         "from pickle import load\n",
         "from tensorflow.keras.utils import to_categorical\n",
-        "from keras.utils.vis_utils import plot_model\n",
+        "from tensorflow.keras.utils import plot_model\n",
         "from tensorflow.keras.models import Sequential\n",
         "from tensorflow.keras.layers import LSTM\n",
         "from tensorflow.keras.layers import Dense\n",
         "from tensorflow.keras.layers import Embedding\n",
         "from pickle import load\n",
         "import random\n",
         "import tensorflow as tf\n",
-        "from keras.models import load_model\n",
+        "from tensorflow.keras.models import load_model\n",
         "from nltk.translate.bleu_score import corpus_bleu\n",
         "from sklearn.model_selection import train_test_split\n",
         "import tensorflow_addons as tfa"
@@ -187,7 +188,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 2,
+      "execution_count": null,
       "metadata": {
         "colab": {},
         "colab_type": "code",
@@ -366,7 +367,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 4,
+      "execution_count": null,
       "metadata": {
         "colab": {},
         "colab_type": "code",
@@ -389,7 +390,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 5,
+      "execution_count": null,
       "metadata": {
         "colab": {},
         "colab_type": "code",
@@ -414,7 +415,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 6,
+      "execution_count": null,
       "metadata": {
         "colab": {},
         "colab_type": "code",
@@ -479,7 +480,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 8,
+      "execution_count": null,
       "metadata": {
         "colab": {},
         "colab_type": "code",
@@ -546,7 +547,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 10,
+      "execution_count": null,
       "metadata": {
         "colab": {},
         "colab_type": "code",
@@ -615,7 +616,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 11,
+      "execution_count": null,
       "metadata": {
         "colab": {},
         "colab_type": "code",
@@ -821,6 +822,7 @@
     },
     "kernelspec": {
       "display_name": "Python 3",
+      "language": "python",
       "name": "python3"
     }
   },