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Use 'np.random' rather than 'import numpy.random as rnd'

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Aurelien Geron
2017-06-06 14:26:26 +02:00
parent 304e48e682
commit 7afc71e36b
1 changed files with 18 additions and 9 deletions
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03_classification.ipynb
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@@ -47,11 +47,10 @@
"\n", "\n",
"# Common imports\n", "# Common imports\n",
"import numpy as np\n", "import numpy as np\n",
"import numpy.random as rnd\n",
"import os\n", "import os\n",
"\n", "\n",
"# to make this notebook's output stable across runs\n", "# to make this notebook's output stable across runs\n",
"rnd.seed(42)\n", "np.random.seed(42)\n",
"\n", "\n",
"# To plot pretty figures\n", "# To plot pretty figures\n",
"%matplotlib inline\n", "%matplotlib inline\n",
@@ -1158,7 +1157,9 @@
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@@ -1172,7 +1173,9 @@
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@@ -1404,7 +1407,9 @@
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@@ -1630,7 +1635,9 @@
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@@ -1675,7 +1682,9 @@
"cell_type": "code", "cell_type": "code",
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{ {
@@ -1858,9 +1867,9 @@
}, },
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"source": [ "source": [
"noise = rnd.randint(0, 100, (len(X_train), 784))\n", "noise = np.random.randint(0, 100, (len(X_train), 784))\n",
"X_train_mod = X_train + noise\n", "X_train_mod = X_train + noise\n",
"noise = rnd.randint(0, 100, (len(X_test), 784))\n", "noise = np.random.randint(0, 100, (len(X_test), 784))\n",
"X_test_mod = X_test + noise\n", "X_test_mod = X_test + noise\n",
"y_train_mod = X_train\n", "y_train_mod = X_train\n",
"y_test_mod = X_test" "y_test_mod = X_test"