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site/en/tutorials/customization/custom_training_walkthrough.ipynb

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"id": "PD33PxSmCrtL"
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},
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"source": [
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"\n",
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"### Download the preprocessed dataset\n",
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"\n",
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"Now, download the preprocessed penguins dataset (`penguins/processed`) with the `tfds.load` method, which returns a list of `tf.data.Dataset` objects. Note that the `penguins/processed` dataset doesn't come with its own test set, so use an 80:20 split to [slice the full dataset](https://www.tensorflow.org/datasets/splits) into the training and test sets. You will use the test dataset later to verify your model."
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"id": "LsaVrtNM3Tx5"
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},
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"source": [
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"\n",
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"## Build a simple linear model\n",
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"\n",
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"### Why model?\n",
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"id": "z-EvK7hGL0d8"
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},
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"source": [
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"\n",
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"### Set up the test set\n",
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"\n",
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"Evaluating the model is similar to training the model. The biggest difference is the examples come from a separate *[test set](https://developers.google.com/machine-learning/crash-course/glossary#test_set)* rather than the training set. To fairly assess a model's effectiveness, the examples used to evaluate a model must be different from the examples used to train the model.\n",
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" name = class_names[class_idx]\n",
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" print(\"Example {} prediction: {} ({:4.1f}%)\".format(i, name, 100*p))"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "NpCnZDaycIkY"
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},
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"outputs": [],
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"source": [
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""
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]
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}
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],
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"metadata": {
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"colab": {
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"collapsed_sections": [],
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"name": "custom_training_walkthrough.ipynb",
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"provenance": [],
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"toc_visible": true
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},
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"kernelspec": {

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