mirror of
https://github.com/ArthurDanjou/handson-ml3.git
synced 2026-01-31 03:57:55 +01:00
Make notebooks 1 to 9 runnable in Colab without changes
This commit is contained in:
Aurélien Geron
@@ -11,6 +11,17 @@
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"*This notebook contains all the sample code and solutions to the exercices in chapter 2.*"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<table align=\"left\">\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/02_end_to_end_machine_learning_project.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
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" </td>\n",
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"</table>"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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@@ -491,9 +502,25 @@
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"execution_count": 36,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Download the California image\n",
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"images_path = os.path.join(PROJECT_ROOT_DIR, \"images\", \"end_to_end_project\")\n",
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"os.makedirs(images_path, exist_ok=True)\n",
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"DOWNLOAD_ROOT = \"https://raw.githubusercontent.com/ageron/handson-ml2/master/\"\n",
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"filename = \"california.png\"\n",
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"print(\"Downloading\", filename)\n",
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"url = DOWNLOAD_ROOT + \"images/end_to_end_project/\" + filename\n",
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"urllib.request.urlretrieve(url, os.path.join(images_path, filename))"
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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": 37,
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"metadata": {},
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"outputs": [],
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"source": [
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"import matplotlib.image as mpimg\n",
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"california_img=mpimg.imread(PROJECT_ROOT_DIR + '/images/end_to_end_project/california.png')\n",
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"california_img=mpimg.imread(os.path.join(images_path, filename))\n",
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"ax = housing.plot(kind=\"scatter\", x=\"longitude\", y=\"latitude\", figsize=(10,7),\n",
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" s=housing['population']/100, label=\"Population\",\n",
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" c=\"median_house_value\", cmap=plt.get_cmap(\"jet\"),\n",
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@@ -517,7 +544,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 37,
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"execution_count": 38,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -526,7 +553,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 38,
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"execution_count": 39,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -535,7 +562,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 39,
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"execution_count": 40,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -550,7 +577,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 40,
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"execution_count": 41,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -562,7 +589,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 41,
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"execution_count": 42,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -573,7 +600,7 @@
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{
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"cell_type": "code",
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"execution_count": 42,
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"execution_count": 43,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -583,7 +610,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 43,
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"execution_count": 44,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -595,7 +622,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 44,
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"execution_count": 45,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -611,7 +638,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 45,
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"execution_count": 46,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -621,7 +648,7 @@
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{
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"cell_type": "code",
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"execution_count": 46,
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"execution_count": 47,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -631,7 +658,7 @@
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{
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"cell_type": "code",
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"execution_count": 47,
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"execution_count": 48,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -640,7 +667,7 @@
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{
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"cell_type": "code",
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"execution_count": 48,
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"execution_count": 49,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -649,7 +676,7 @@
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{
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"cell_type": "code",
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"execution_count": 49,
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"execution_count": 50,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -659,7 +686,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 50,
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"execution_count": 51,
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"metadata": {},
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"source": [
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@@ -668,7 +695,7 @@
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{
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"cell_type": "code",
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"execution_count": 51,
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"source": [
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@@ -685,7 +712,7 @@
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{
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"cell_type": "code",
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"execution_count": 53,
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@@ -695,7 +722,7 @@
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{
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"cell_type": "code",
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"execution_count": 54,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -704,7 +731,7 @@
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{
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"cell_type": "code",
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@@ -720,7 +747,7 @@
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{
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"cell_type": "code",
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@@ -736,7 +763,7 @@
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{
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"cell_type": "code",
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@@ -745,7 +772,7 @@
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{
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@@ -755,7 +782,7 @@
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{
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"cell_type": "code",
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@@ -764,7 +791,7 @@
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@@ -783,7 +810,7 @@
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||||
"source": [
|
||||
@@ -1275,7 +1302,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 93,
|
||||
"execution_count": 94,
|
||||
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|
||||
"outputs": [],
|
||||
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|
||||
@@ -1287,7 +1314,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
"execution_count": 94,
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
@@ -1301,7 +1328,7 @@
|
||||
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|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 95,
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
@@ -1311,7 +1338,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
@@ -1327,7 +1354,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
@@ -1357,7 +1384,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
@@ -1366,7 +1393,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
@@ -1382,7 +1409,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
@@ -1393,7 +1420,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
@@ -1402,7 +1429,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
@@ -1422,7 +1449,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
"execution_count": 103,
|
||||
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|
||||
"metadata": {},
|
||||
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|
||||
"source": [
|
||||
@@ -1433,7 +1460,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1443,7 +1470,7 @@
|
||||
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|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 105,
|
||||
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|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1457,7 +1484,7 @@
|
||||
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|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 106,
|
||||
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|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1475,7 +1502,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
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|
||||
@@ -1491,7 +1518,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
"metadata": {},
|
||||
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|
||||
"source": [
|
||||
@@ -1513,7 +1540,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1533,7 +1560,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
"execution_count": 110,
|
||||
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|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1558,7 +1585,7 @@
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1580,7 +1607,7 @@
|
||||
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|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 112,
|
||||
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|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1589,7 +1616,7 @@
|
||||
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|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 113,
|
||||
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|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1608,7 +1635,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 114,
|
||||
"execution_count": 115,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1646,7 +1673,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 115,
|
||||
"execution_count": 116,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1672,7 +1699,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 116,
|
||||
"execution_count": 117,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1690,7 +1717,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 117,
|
||||
"execution_count": 118,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1720,7 +1747,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 118,
|
||||
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|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1753,7 +1780,7 @@
|
||||
},
|
||||
{
|
||||
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|
||||
"execution_count": 119,
|
||||
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|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1771,7 +1798,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 120,
|
||||
"execution_count": 121,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1794,7 +1821,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 121,
|
||||
"execution_count": 122,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1819,7 +1846,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 122,
|
||||
"execution_count": 123,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1858,7 +1885,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 123,
|
||||
"execution_count": 124,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1894,7 +1921,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 124,
|
||||
"execution_count": 125,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1910,7 +1937,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 125,
|
||||
"execution_count": 126,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1920,7 +1947,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 126,
|
||||
"execution_count": 127,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1936,7 +1963,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 127,
|
||||
"execution_count": 128,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1952,7 +1979,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 128,
|
||||
"execution_count": 129,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1964,7 +1991,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 129,
|
||||
"execution_count": 130,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1980,7 +2007,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 130,
|
||||
"execution_count": 131,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1996,7 +2023,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 131,
|
||||
"execution_count": 132,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -2026,7 +2053,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 132,
|
||||
"execution_count": 133,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -2039,7 +2066,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 133,
|
||||
"execution_count": 134,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -2055,7 +2082,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 134,
|
||||
"execution_count": 135,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -2089,7 +2116,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 135,
|
||||
"execution_count": 136,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -2105,7 +2132,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 136,
|
||||
"execution_count": 137,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -2143,7 +2170,7 @@
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.7.4"
|
||||
"version": "3.7.3"
|
||||
},
|
||||
"nav_menu": {
|
||||
"height": "279px",
|
||||
|
||||
Reference in New Issue
Block a user