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copybara-service merged 1 commit into from
Jan 14, 2026
Merged

Replace unicode escaped characters in ipynb files #771

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32 changes: 16 additions & 16 deletions docs/examples/basic_ranking.ipynb
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -39,20 +39,20 @@
"source": [
"# Recommending movies: ranking\n",
"\n",
"\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n",
" \u003ctd\u003e\n",
" \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/recommenders/examples/basic_ranking\"\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/recommenders/blob/main/docs/examples/basic_ranking.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/recommenders/blob/main/docs/examples/basic_ranking.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/recommenders/docs/examples/basic_ranking.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\n",
"<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://www.tensorflow.org/recommenders/examples/basic_ranking\"><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/recommenders/blob/main/docs/examples/basic_ranking.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/recommenders/blob/main/docs/examples/basic_ranking.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://storage.googleapis.com/tensorflow_docs/recommenders/docs/examples/basic_ranking.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
" </td>\n",
"</table>\n",
"\n"
]
},
Expand Down Expand Up @@ -360,11 +360,11 @@
" metrics=[tf.keras.metrics.RootMeanSquaredError()]\n",
" )\n",
"\n",
" def call(self, features: Dict[str, tf.Tensor]) -\u003e tf.Tensor:\n",
" def call(self, features: Dict[str, tf.Tensor]) -> tf.Tensor:\n",
" return self.ranking_model(\n",
" (features[\"user_id\"], features[\"movie_title\"]))\n",
"\n",
" def compute_loss(self, features: Dict[Text, tf.Tensor], training=False) -\u003e tf.Tensor:\n",
" def compute_loss(self, features: Dict[Text, tf.Tensor], training=False) -> tf.Tensor:\n",
" labels = features.pop(\"user_rating\")\n",
" \n",
" rating_predictions = self(features)\n",
Expand Down
34 changes: 17 additions & 17 deletions docs/examples/basic_retrieval.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -39,20 +39,20 @@
"source": [
"# Recommending movies: retrieval\n",
"\n",
"\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n",
" \u003ctd\u003e\n",
" \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/recommenders/examples/basic_retrieval\"\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/recommenders/blob/main/docs/examples/basic_retrieval.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/recommenders/blob/main/docs/examples/basic_retrieval.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/recommenders/docs/examples/basic_retrieval.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"
"<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://www.tensorflow.org/recommenders/examples/basic_retrieval\"><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/recommenders/blob/main/docs/examples/basic_retrieval.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/recommenders/blob/main/docs/examples/basic_retrieval.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://storage.googleapis.com/tensorflow_docs/recommenders/docs/examples/basic_retrieval.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
" </td>\n",
"</table>"
]
},
{
Expand Down Expand Up @@ -502,7 +502,7 @@
" self.user_model: tf.keras.Model = user_model\n",
" self.task: tf.keras.layers.Layer = task\n",
"\n",
" def compute_loss(self, features: Dict[Text, tf.Tensor], training=False) -\u003e tf.Tensor:\n",
" def compute_loss(self, features: Dict[Text, tf.Tensor], training=False) -> tf.Tensor:\n",
" # We pick out the user features and pass them into the user model.\n",
" user_embeddings = self.user_model(features[\"user_id\"])\n",
" # And pick out the movie features and pass them into the movie model,\n",
Expand Down Expand Up @@ -540,7 +540,7 @@
" self.user_model: tf.keras.Model = user_model\n",
" self.task: tf.keras.layers.Layer = task\n",
"\n",
" def train_step(self, features: Dict[Text, tf.Tensor]) -\u003e tf.Tensor:\n",
" def train_step(self, features: Dict[Text, tf.Tensor]) -> tf.Tensor:\n",
"\n",
" # Set up a gradient tape to record gradients.\n",
" with tf.GradientTape() as tape:\n",
Expand All @@ -565,7 +565,7 @@
"\n",
" return metrics\n",
"\n",
" def test_step(self, features: Dict[Text, tf.Tensor]) -\u003e tf.Tensor:\n",
" def test_step(self, features: Dict[Text, tf.Tensor]) -> tf.Tensor:\n",
"\n",
" # Loss computation.\n",
" user_embeddings = self.user_model(features[\"user_id\"])\n",
Expand Down
28 changes: 14 additions & 14 deletions docs/examples/context_features.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -39,20 +39,20 @@
"source": [
"# Taking advantage of context features\n",
"\n",
"\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n",
" \u003ctd\u003e\n",
" \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/recommenders/examples/context_features\"\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/recommenders/blob/main/docs/examples/context_features.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/recommenders/blob/main/docs/examples/context_features.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/recommenders/docs/examples/context_features.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"
"<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://www.tensorflow.org/recommenders/examples/context_features\"><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/recommenders/blob/main/docs/examples/context_features.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/recommenders/blob/main/docs/examples/context_features.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://storage.googleapis.com/tensorflow_docs/recommenders/docs/examples/context_features.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
" </td>\n",
"</table>"
]
},
{
Expand Down
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