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PiperOrigin-RevId: 257288230
Ryo-o3o · Jul 9, 2019 · 201e0b7 · 201e0b7
1 parent 536c847
commit 201e0b7
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diff --git a/site/en/r2/guide/keras/rnn.ipynb b/site/en/r2/guide/keras/rnn.ipynb
@@ -60,7 +60,7 @@
         "    View source on GitHub\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://storage.googleapis.com/tensorflow_docs/site/en/r2/guide/keras/rnn.ipynb\"\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://storage.googleapis.com/tensorflow_docs/docs/site/en/r2/guide/keras/rnn.ipynb\"\u003e\n",
         "    \u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003e\n",
         "    Download notebook\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
@@ -247,10 +247,10 @@
         "encoder_state = [state_h, state_c]\n",
         "\n",
         "decoder_input = layers.Input(shape=(None, ))\n",
-        "decoder_embeded = layers.Embedding(input_dim=decoder_vocab, output_dim=64)(decoder_input)\n",
+        "decoder_embedded = layers.Embedding(input_dim=decoder_vocab, output_dim=64)(decoder_input)\n",
         "\n",
         "decoder_output = layers.LSTM(\n",
-        "    64, name='decoder')(decoder_embeded, initial_state=encoder_state)\n",
+        "    64, name='decoder')(decoder_embedded, initial_state=encoder_state)\n",
         "output = layers.Dense(10, activation='softmax')(decoder_output)\n",
         "\n",
         "model = tf.keras.Model([encoder_input, decoder_input], output)\n",

diff --git a/site/en/r2/tutorials/estimators/boosted_trees.ipynb b/site/en/r2/tutorials/estimators/boosted_trees.ipynb
@@ -59,7 +59,7 @@
         "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/r2/tutorials/estimators/boosted_trees.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/docs/tree/master/site/en/r2/tutorials/estimators/boosted_trees.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\"\u003eView source on GitHub\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/docs/blob/master/site/en/r2/tutorials/estimators/boosted_trees.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\"\u003eView source on GitHub\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "\u003c/table\u003e"
       ]

diff --git a/site/en/r2/tutorials/estimators/boosted_trees_model_understanding.ipynb b/site/en/r2/tutorials/estimators/boosted_trees_model_understanding.ipynb
@@ -59,7 +59,7 @@
         "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/r2/tutorials/estimators/boosted_trees_model_understanding.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/docs/tree/master/site/en/r2/tutorials/estimators/boosted_trees_model_understanding.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/docs/blob/master/site/en/r2/tutorials/estimators/boosted_trees_model_understanding.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "\u003c/table\u003e"
       ]

diff --git a/site/en/r2/tutorials/estimators/premade_estimators.ipynb b/site/en/r2/tutorials/estimators/premade_estimators.ipynb
@@ -59,7 +59,7 @@
         "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/r2/tutorials/estimators/premade_estimators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/docs/tree/master/site/en/r2/tutorials/estimators/premade_estimators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/docs/blob/master/site/en/r2/tutorials/estimators/premade_estimators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
         "    \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/docs/site/en/r2/tutorials/estimators/premade_estimators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n",

diff --git a/site/en/r2/tutorials/text/word_embeddings.ipynb b/site/en/r2/tutorials/text/word_embeddings.ipynb
@@ -53,7 +53,7 @@
       "source": [
         "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/beta/tutorials/text/word_embeddings.ipynb\"\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/beta/tutorials/text/word_embeddings\"\u003e\n",
         "    \u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003e\n",
         "    View on TensorFlow.org\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",

diff --git a/site/en/tutorials/estimators/boosted_trees.ipynb b/site/en/tutorials/estimators/boosted_trees.ipynb
@@ -59,7 +59,7 @@
         "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/tutorials/estimators/boosted_trees.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/docs/tree/master/site/en/tutorials/estimators/boosted_trees.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\"\u003eView source on GitHub\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/docs/blob/master/site/en/tutorials/estimators/boosted_trees.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\"\u003eView source on GitHub\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "\u003c/table\u003e"
       ]

diff --git a/tools/templates/notebook.ipynb b/tools/templates/notebook.ipynb
@@ -1,22 +1,4 @@
 {
-  "nbformat": 4,
-  "nbformat_minor": 0,
-  "metadata": {
-    "colab": {
-      "name": "notebook.ipynb",
-      "version": "0.3.2",
-      "provenance": [],
-      "private_outputs": true,
-      "collapsed_sections": [
-        "Tce3stUlHN0L"
-      ],
-      "toc_visible": true
-    },
-    "kernelspec": {
-      "display_name": "Python 3",
-      "name": "python3"
-    }
-  },
   "cells": [
     {
       "cell_type": "markdown",
@@ -30,12 +12,14 @@
     },
     {
       "cell_type": "code",
+      "execution_count": 0,
       "metadata": {
-        "colab_type": "code",
-        "id": "tuOe1ymfHZPu",
         "cellView": "form",
-        "colab": {}
+        "colab": {},
+        "colab_type": "code",
+        "id": "tuOe1ymfHZPu"
       },
+      "outputs": [],
       "source": [
         "#@title Licensed under the Apache License, Version 2.0 (the \"License\");\n",
         "# you may not use this file except in compliance with the License.\n",
@@ -48,15 +32,13 @@
         "# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
         "# See the License for the specific language governing permissions and\n",
         "# limitations under the License."
-      ],
-      "execution_count": 0,
-      "outputs": []
+      ]
     },
     {
       "cell_type": "markdown",
       "metadata": {
-        "id": "qFdPvlXBOdUN",
-        "colab_type": "text"
+        "colab_type": "text",
+        "id": "qFdPvlXBOdUN"
       },
       "source": [
         "# Title"
@@ -69,17 +51,20 @@
         "id": "MfBg1C5NB3X0"
       },
       "source": [
-        "<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
-        "  <td>\n",
-        "    <a target=\"_blank\" href=\"https://www.tensorflow.org/not_a_real_link\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
-        "  </td>\n",
-        "  <td>\n",
-        "    <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/docs/blob/master/tools/templates/notebook.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
-        "  </td>\n",
-        "  <td>\n",
-        "    <a target=\"_blank\" href=\"https://github.com/tensorflow/docs/blob/master/tools/templates/notebook.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
-        "  </td>\n",
-        "</table>"
+        "\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n",
+        "  \u003ctd\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/not_a_real_link\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n",
+        "  \u003c/td\u003e\n",
+        "  \u003ctd\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/docs/blob/master/tools/templates/notebook.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
+        "  \u003c/td\u003e\n",
+        "  \u003ctd\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/docs/blob/master/tools/templates/notebook.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
+        "  \u003c/td\u003e\n",
+        "  \u003ctd\u003e\n",
+        "    \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/docs/tools/templates/notebook.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n",
+        "  \u003c/td\u003e\n",
+        "\u003c/table\u003e"
       ]
     },
     {
@@ -126,21 +111,21 @@
     },
     {
       "cell_type": "code",
+      "execution_count": 0,
       "metadata": {
+        "colab": {},
         "colab_type": "code",
-        "id": "IqR2PQG4ZaZ0",
-        "colab": {}
+        "id": "IqR2PQG4ZaZ0"
       },
+      "outputs": [],
       "source": [
         "from __future__ import absolute_import, division, print_function, unicode_literals\n",
         "\n",
         "import tensorflow.compat.v2 as tf\n",
         "tf.enable_v2_behavior()\n",
         "\n",
         "import numpy as np"
-      ],
-      "execution_count": 0,
-      "outputs": []
+      ]
     },
     {
       "cell_type": "markdown",
@@ -196,72 +181,72 @@
     },
     {
       "cell_type": "code",
+      "execution_count": 0,
       "metadata": {
+        "colab": {},
         "colab_type": "code",
-        "id": "KtylpxOmceaC",
-        "colab": {}
+        "id": "KtylpxOmceaC"
       },
+      "outputs": [],
       "source": [
         "# Build the model\n",
         "model = tf.keras.Sequential([\n",
         "    tf.keras.layers.Dense(10, activation='relu', input_shape=(None, 5)),\n",
         "    tf.keras.layers.Dense(3)\n",
         "])"
-      ],
-      "execution_count": 0,
-      "outputs": []
+      ]
     },
     {
       "cell_type": "markdown",
       "metadata": {
-        "id": "pwdM2pl3RSPb",
-        "colab_type": "text"
+        "colab_type": "text",
+        "id": "pwdM2pl3RSPb"
       },
       "source": [
         "Run the model on a single batch of data, and inspect the output:"
       ]
     },
     {
       "cell_type": "code",
+      "execution_count": 0,
       "metadata": {
+        "colab": {},
         "colab_type": "code",
-        "id": "mMOeXVmbdilM",
-        "colab": {}
+        "id": "mMOeXVmbdilM"
       },
+      "outputs": [],
       "source": [
         "result = model(tf.constant(np.random.randn(10,5), dtype = tf.float32)).numpy()\n",
         "\n",
         "print(\"min:\", result.min())\n",
         "print(\"max:\", result.max())\n",
         "print(\"mean:\", result.mean())\n",
         "print(\"shape:\", result.shape)"
-      ],
-      "execution_count": 0,
-      "outputs": []
+      ]
     },
     {
       "cell_type": "markdown",
       "metadata": {
-        "id": "uabQmjMtRtzs",
-        "colab_type": "text"
+        "colab_type": "text",
+        "id": "uabQmjMtRtzs"
       },
       "source": [
         "Compile the model for training:"
       ]
     },
     {
       "cell_type": "code",
+      "execution_count": 0,
       "metadata": {
+        "colab": {},
         "colab_type": "code",
-        "id": "U82B_tH2d294",
-        "colab": {}
+        "id": "U82B_tH2d294"
       },
+      "outputs": [],
       "source": [
         "model.compile(optimizer=tf.keras.optimizers.Adam(),\n",
         "              loss=tf.keras.losses.categorical_crossentropy)"
-      ],
-      "execution_count": 0,
-      "outputs": []
+      ]
     },
     {
       "cell_type": "markdown",
@@ -273,8 +258,8 @@
         "### Code content\n",
         "\n",
         "* Use the highest level API that gets the job done (unless the goal is to demonstrate the low level API).\n",
-        "* Use `keras.Sequential` > keras functional api > keras model subclassing > ...\n",
-        "* Use `model.fit` > `model.train_on_batch` > manual `GradientTapes`.\n",
+        "* Use `keras.Sequential` \u003e keras functional api \u003e keras model subclassing \u003e ...\n",
+        "* Use `model.fit` \u003e `model.train_on_batch` \u003e manual `GradientTapes`.\n",
         "* Use eager-style code.\n",
         "* Use `tensorflow_datasets` and `tf.data` where possible.\n",
         "* Avoid `compat.v1`."
@@ -308,9 +293,27 @@
         "* This notebook has the \"Omit code cell output when saving this notebook\" option set. GitHub refuses to diff notebooks with large diffs (inline images).\n",
         "* [ReviewNB.com](http://reviewnb.com) can help with diffs. This is linked in a comment on a notebook pull request.\n",
         "* Use the [Open in Colab](https://chrome.google.com/webstore/detail/open-in-colab/iogfkhleblhcpcekbiedikdehleodpjo) extension to open a GitHub notebook in Colab.\n",
-        "* The easiest way to edit a notebook in GitHub is to open it with Colab from the branch you want to edit. Then use File --> Save a copy in GitHub, which will save it back to the branch you opened it from.\n",
+        "* The easiest way to edit a notebook in GitHub is to open it with Colab from the branch you want to edit. Then use File --\u003e Save a copy in GitHub, which will save it back to the branch you opened it from.\n",
         "* For PRs it's helpful to post a direct Colab link to the PR head: https://colab.research.google.com/github/{USER}/{REPO}/blob/{BRANCH}/{PATH}.ipynb"
       ]
     }
-  ]
-}
+  ],
+  "metadata": {
+    "colab": {
+      "collapsed_sections": [
+        "Tce3stUlHN0L"
+      ],
+      "name": "notebook.ipynb",
+      "private_outputs": true,
+      "provenance": [],
+      "toc_visible": true,
+      "version": "0.3.2"
+    },
+    "kernelspec": {
+      "display_name": "Python 3",
+      "name": "python3"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}