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Removing dataset fetching code

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gsundeep-tech 2021-06-24 10:07:53 +08:00
parent 89cd351fe9
commit 90227672ad
1 changed files with 0 additions and 15 deletions
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12_custom_models_and_training_with_tensorflow.ipynb
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@ -1859,21 +1859,6 @@
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"from sklearn.datasets import fetch_california_housing\n",
"from sklearn.model_selection import train_test_split\n",
"from sklearn.preprocessing import StandardScaler\n",
"\n",
"housing = fetch_california_housing()\n",
"X_train_full, X_test, y_train_full, y_test = train_test_split(\n",
" housing.data, housing.target.reshape(-1, 1), random_state=42)\n",
"X_train, X_valid, y_train, y_valid = train_test_split(\n",
" X_train_full, y_train_full, random_state=42)\n",
"\n",
"scaler = StandardScaler()\n",
"X_train_scaled = scaler.fit_transform(X_train)\n",
"X_valid_scaled = scaler.transform(X_valid)\n",
"X_test_scaled = scaler.transform(X_test)\n",
"\n",
"class MyMultiLayer(keras.layers.Layer):\n", "class MyMultiLayer(keras.layers.Layer):\n",
" def call(self, X):\n", " def call(self, X):\n",
" X1, X2 = X\n", " X1, X2 = X\n",